Statistical Physics Quotes

Let’s start with this statistic: You are delicious. Be brave, my sweet. I know you can get lonely. I know you can crave companionship and sex and love so badly that it physically hurts. But I truly believe that the only way you can find out that there’s something better out there is to first believe there’s something better out there. What other choice is there?

Ludwig Boltzmann, who spent much of his life studying statistical mechanics, died in 1906, by his own hand. Paul Ehrenfest, carrying on the work, died similarly in 1933. Now it is our turn to study statistical mechanics.

The non-physicist finds it hard to believe that really the ordinary laws of physics, which he regards as the prototype of inviolable precision, should be based on the statistical tendency of matter to go over into disorder.

How are you coming with your home library? Do you need some good ammunition on why it's so important to read? The last time I checked the statistics...I think they indicated that only four percent of the adults in this country have bought a book within the past year. That's dangerous. It's extremely important that we keep ourselves in the top five or six percent. In one of the Monthly Letters from the Royal Bank of Canada it was pointed out that reading good books is not something to be indulged in as a luxury. It is a necessity for anyone who intends to give his life and work a touch of quality. The most real wealth is not what we put into our piggy banks but what we develop in our heads. Books instruct us without anger, threats and harsh discipline. They do not sneer at our ignorance or grumble at our mistakes. They ask only that we spend some time in the company of greatness so that we may absorb some of its attributes. You do not read a book for the book's sake, but for your own. You may read because in your high-pressure life, studded with problems and emergencies, you need periods of relief and yet recognize that peace of mind does not mean numbness of mind. You may read because you never had an opportunity to go to college, and books give you a chance to get something you missed. You may read because your job is routine, and books give you a feeling of depth in life. You may read because you did go to college. You may read because you see social, economic and philosophical problems which need solution, and you believe that the best thinking of all past ages may be useful in your age, too. You may read because you are tired of the shallowness of contemporary life, bored by the current conversational commonplaces, and wearied of shop talk and gossip about people. Whatever your dominant personal reason, you will find that reading gives knowledge, creative power, satisfaction and relaxation. It cultivates your mind by calling its faculties into exercise. Books are a source of pleasure - the purest and the most lasting. They enhance your sensation of the interestingness of life. Reading them is not a violent pleasure like the gross enjoyment of an uncultivated mind, but a subtle delight. Reading dispels prejudices which hem our minds within narrow spaces. One of the things that will surprise you as you read good books from all over the world and from all times of man is that human nature is much the same today as it has been ever since writing began to tell us about it. Some people act as if it were demeaning to their manhood to wish to be well-read but you can no more be a healthy person mentally without reading substantial books than you can be a vigorous person physically without eating solid food. Books should be chosen, not for their freedom from evil, but for their possession of good. Dr. Johnson said: "Whilst you stand deliberating which book your son shall read first, another boy has read both.

In the interest of ultimate honesty,” Celine cut in, “I’m pretty sure that everyone present would appreciate it if you two got a room.” “I wouldn’t,” Dean grumbled. “I am unbothered by displays of physical and emotional intimacy,” Sloane volunteered. “The nuances and statistics underlying courtship behavior are quite fascinating.” The edges of Celine’s lips quirked upward as she met Sloane’s gaze. “You don’t say.” Sloane frowned. “I just did.

Convincing - and confident - disciplines, say, physics, tend to use little statistical backup, while political science and economics, which have never produced anything of note, are full of elaborate statistics and statistical “evidence” (and you know that once you remove the smoke, the evidence is not evidence).

It may be appropriate to quote a statement of Poincare, who said (partly in jest no doubt) that there must be something mysterious about the normal law since mathematicians think it is a law of nature whereas physicists are convinced that it is a mathematical theorem.

Einstein had, for the first time connected new and measurable consequences to statistical physics. That might sound like a largely technical achievement, but on the contrary, it represented the triumph of a great principle: that much of the order we percieve in nature belies an invisible underlying disorder and hence can be understood only through the rules of randomness.

Acts of psychological abuse include berating or humiliating the victim; interrogating the victim; restricting the victim's ability to come and go freely; obstructing the victim's access to assistance (e.g., law enforcement; legal, protective, or medical resources); threatening the victim with physical harm or sexual assault; harming, or threatening to harm, people or things that the victim cares about; unwarranted restriction of the victim's access to or use of economic resources; isolating the victim from family, friends, or social support resources; stalking the victim; and trying to make the victim think that he or she is crazy.

All the physical and chemical laws that are known to play an important part in the life of organisms are of this statistical kind; any other kind of lawfulness and orderliness that one might think of is being perpetually disturbed and made inoperative by the unceasing heat motion of the atoms.

It has been explained in chapter 1 that the laws of physics, as we know them, are statistical laws.2 They have a lot to do with the natural tendency of things to go over into disorder.

Gately’s snapped to the fact that people of a certain age and level of like life-experience believe they’re immortal: college students and alcoholics/addicts are the worst: they deep-down believe they’re exempt from the laws of physics and statistics that ironly govern everybody else.

If you want what’s best for your kids, one surefire way to provide them with a healthy, happy home is to make sure they have lesbian parents. In the longest-running study of lesbian families to date,2 zero percent of children reported physical or sexual abuse—not a one. In the general population, 26 percent of children report physical abuse and 8.3 percent report sexual abuse.

The laws of classical physics are statistical; the unpredictable, individual atom enjoys free will....

The non-scientist in the street probably has a clearer notion of physics, chemistry and biology than of statistics, regarding statisticians as numerical philatelists, mere collector of numbers.

Einstein, twenty-six years old, only three years away from crude privation, still a patent examiner, published in the Annalen der Physik in 1905 five papers on entirely different subjects. Three of them were among the greatest in the history of physics. One, very simple, gave the quantum explanation of the photoelectric effect—it was this work for which, sixteen years later, he was awarded the Nobel prize. Another dealt with the phenomenon of Brownian motion, the apparently erratic movement of tiny particles suspended in a liquid: Einstein showed that these movements satisfied a clear statistical law. This was like a conjuring trick, easy when explained: before it, decent scientists could still doubt the concrete existence of atoms and molecules: this paper was as near to a direct proof of their concreteness as a theoretician could give. The third paper was the special theory of relativity, which quietly amalgamated space, time, and matter into one fundamental unity. This last paper contains no references and quotes to authority. All of them are written in a style unlike any other theoretical physicist's. They contain very little mathematics. There is a good deal of verbal commentary. The conclusions, the bizarre conclusions, emerge as though with the greatest of ease: the reasoning is unbreakable. It looks as though he had reached the conclusions by pure thought, unaided, without listening to the opinions of others. To a surprisingly large extent, that is precisely what he had done.

Hamilton’s critics seriously underrated his superhuman stamina. He enjoyed beating his enemies at their own game, and the resolutions roused his fighting spirit. By February 19, in a staggering display of diligence, he delivered to the House several copious reports, garlanded with tables, lists, and statistics that gave a comprehensive overview of his work as treasury secretary. In the finale of one twenty-thousand-word report, Hamilton intimated that he had risked a physical breakdown to complete this heroic labor: “It is certain that I have made every exertion in my power, at the hazard of my health, to comply with the requisitions of the House as early as possible.

In contrast to this macroscopic determination of pressure consider how the pressure actually comes about.

college students and alcoholics/addicts are the worst: they deep-down believe they’re exempt from the laws of physics and statistics that ironly govern everybody else.

Statistics courses are now part of the basic requirements, not just in physics and biology, but also in psychology, sociology, economics and political science

There are official statistics now that show that at least half of the racialized people murdered by law enforcement are also physically or mentally disabled, Deaf, and/or autistic.

To begin with, there is an almost compulsive promiscuity associated with homosexual behavior. 75% of homosexual men have more than 100 sexual partners during their lifetime. More than half of these partners are strangers. Only 8% of homosexual men and 7% of homosexual women ever have relationships lasting more than three years. Nobody knows the reason for this strange, obsessive promiscuity. It may be that homosexuals are trying to satisfy a deep psychological need by sexual encounters, and it just is not fulfilling. Male homosexuals average over 20 partners a year. According to Dr. Schmidt, The number of homosexual men who experience anything like lifelong fidelity becomes, statistically speaking, almost meaningless. Promiscuity among homosexual men is not a mere stereotype, and it is not merely the majority experience—it is virtually the only experience. Lifelong faithfulness is almost non-existent in the homosexual experience. Associated with this compulsive promiscuity is widespread drug use by homosexuals to heighten their sexual experiences. Homosexuals in general are three times as likely to be problem drinkers as the general population. Studies show that 47% of male homosexuals have a history of alcohol abuse and 51% have a history of drug abuse. There is a direct correlation between the number of partners and the amount of drugs consumed. Moreover, according to Schmidt, “There is overwhelming evidence that certain mental disorders occur with much higher frequency among homosexuals.” For example, 40% of homosexual men have a history of major depression. That compares with only 3% for men in general. Similarly 37% of female homosexuals have a history of depression. This leads in turn to heightened suicide rates. Homosexuals are three times as likely to contemplate suicide as the general population. In fact homosexual men have an attempted suicide rate six times that of heterosexual men, and homosexual women attempt suicide twice as often as heterosexual women. Nor are depression and suicide the only problems. Studies show that homosexuals are much more likely to be pedophiles than heterosexual men. Whatever the causes of these disorders, the fact remains that anyone contemplating a homosexual lifestyle should have no illusions about what he is getting into. Another well-kept secret is how physically dangerous homosexual behavior is.

A general challenge for the models we have written here, but for theory more generally in biology, is to be ahead of the experiments. Ultimately, we want to suggest exciting and revealing experiments that have not yet been conceived or undertaken. One of the critical frontiers in this area is to design experiments that showcase the uniquely nonequilibrium features of living systems, providing an impetus for new kinds of statistical physics.

When is posttraumatic stress pathological? The American Psychiatric Association’s Diagnostic and Statistical Manual of Mental Disorders (DSM-IV23 or DSM-IV-TR24)b lays out specific criteria. Criterion A: Trauma. Yes, the event that created Batman (1) involved death or physical danger and (2) horrified the survivor. Criterion B: Persistent re-experiencing. Yes, Bruce re-experiences his parents’ murders through recurrent, vivid recollections and

Much of the apparent uniformity of Nature is a uniformity of averages. Our gross senses only take cognizance of the average effect of vast numbers of individual particles and processes; and the regularity of the average might well be compatible with a great degree of lawlessness of the individual. I do not think it is possible to dismiss statistical laws (such as the second law of thermodynamics) as merely mathematical adaptations of the other classes of law to certain practical problems.

Only in the co-operation of an enormously large number of atoms do statistical laws begin to operate and control the behaviour of these assemblées with an accuracy increasing as the number of atoms involved increases. It is in that way that the events acquire truly orderly features. All the physical and chemical laws that are known to play an important part in the life of organisms are of this statistical kind; any other kind of lawfulness and orderliness that one might think of is being perpetually disturbed and made inoperative by the unceasing heat motion of the atoms.

- Rape is a unique crime, representing both a physical and psychological violation. More than with any other crime the victim can experience reporting rape as a form of revictimisation. l In no other crime is the victim subject to so much scrutiny at trial, where the most likely defence is that the victim consented to the crime. Powerful stereotypes function to limit the definition of what counts as ‘real rape’." Kelly, L., Lovett, J., & Regan, L. (2005). A gap or a chasm?: attrition in reported rape cases. London: Home Office Research, Development and Statistics Directorate.

In addition to these physical problems, sexually transmitted diseases are rampant among the homosexual population. 75% of homosexual men carry one or more sexually transmitted diseases, wholly apart from AIDS. These include all sorts of non-viral infections like gonorrhea, syphilis, bacterial infections, and parasites. Also common among homosexuals are viral infections like herpes and hepatitis B (which afflicts 65% of homosexual men), both of which are incurable, as well as hepatitis A and anal warts, which afflict 40% of homosexual men. And I haven’t even included AIDS. Perhaps the most shocking and frightening statistic is that, leaving aside those who die from AIDS, the life expectancy for a homosexual male is about 45 years of age. That compares to a life expectancy of around 70 for men in general. If you include those who die of AIDS, which now infects 30% of homosexual men, the life expectancy drops to 39 years of age. So I think a very good case can be made out on the basis of generally accepted moral principles that homosexual behavior is wrong. It is horribly self-destructive and injurious to another person. Thus, wholly apart from the Bible’s prohibition, there are sound, sensible reasons to regard homosexual activity as wrong.

However insignificant the frictional and heating effects in a clock may be from the practical point of view, there can be no doubt that the second attitude, which does not neglect them, is the more fundamental one, even when we are faced with the regular motion of a clock that is driven by a spring. For it must not be believed that the driving mechanism really does away with the statistical nature of the process. The true physical picture includes the possibility that even a regularly going clock should all at once invert its motion and, working backward, rewind its own spring – at the expense of the heat of the environment.

...in microphysics the observer interferes with the experiment in a way that can't be measured and that therefore can't be eliminated. No natural laws can be formulated, saying "such-and-such will happen in every case." All the microphysicist can say is "such-and-such is, according to statistical probability, likely to happen." This naturally represents a tremendous problem for our classical physical thinking. It requires a consideration, in a scientific experiment, of the mental outlook of the participant-observer: It could this be said that scientists can no longer hope to describe any aspects or qualities of outer objects in a completely independent, "objective" manner.

The ending of the existing social order and the renewal of life with the aid of the new principles can be accomplished only by concentrating all the means of social existence in the hands of our committee, and the proclamation of compulsory physical labour for everyone. The committee, as soon as the present institutions have been overthrown, proclaims that everything is common property, orders the setting up of workers' societies (artels) and at the same time publishes statistical tables compiled by experts and pointing out what branches of labour are most needed in a certain locality and what branches may run into difficulties there. For a certain number of days assigned for the revolutionary upheaval and the disorders that are bound to follow, each person must join one or another of these artels according to his own choice... All those who remain isolated and unattached to workers' groups without sufficient reason will have no right of access either to the communal eating places or to the communal dormitories, or to any other buildings assigned to meet the various needs of the brother-workers or that contain the goods and materials, the victuals or tools reserved for all members of the established workers' society; in a word, he who without sufficient reason has not joined an artel, will be left without means of subsistence. All the roads, all the means of communication will be closed to him; he will have no other alternative but work or death.

Unexpectedly, we found that the factors most people usually think of as driving group performance—i.e., cohesion, motivation, and satisfaction—were not statistically significant. The largest factor in predicting group intelligence was the equality of conversational turn taking; groups where a few people dominated the conversation were less collectively intelligent than those with a more equal distribution of conversational turn taking. The second most important factor was the social intelligence of a group’s members, as measured by their ability to read each other’s social signals. Women tend to do better at reading social signals, so groups with more women tended to do better (see the Social Signals Special Topic Box [at the end of Chapter 7]).

How do we learn? Is there a better way? What can we predict? Can we trust what we’ve learned? Rival schools of thought within machine learning have very different answers to these questions. The main ones are five in number, and we’ll devote a chapter to each. Symbolists view learning as the inverse of deduction and take ideas from philosophy, psychology, and logic. Connectionists reverse engineer the brain and are inspired by neuroscience and physics. Evolutionaries simulate evolution on the computer and draw on genetics and evolutionary biology. Bayesians believe learning is a form of probabilistic inference and have their roots in statistics. Analogizers learn by extrapolating from similarity judgments and are influenced by psychology and mathematical optimization.

Go on from here, Ada, please. (She). Billions of boys. Take one fairly decent decade. A billion of Bills, good, gifted, tender and passionate, not only spiritually but physically well-meaning Billions, have bared the jillions of their no less tender and brilliant Jills during that decade, at stations and under conditions that have to be controlled and specified by the worker, lest the entire report be choked up by the weeds of statistics and waist-high generalizations. No point would there be, if we left out, for example, the little matter of prodigious individual awareness and young genius, which makes, in some cases, of this or that particular gasp an unprecedented and unrepeatable event in the continuum of life or at least a thematic anthemia of such events in a work of art, or a denouncer’s article. The details that shine through or shade through: the local leaf through the hyaline skin, the green sun in the brown humid eye, tout ceci, vsyo eto, in tit and toto, must be taken into account, now prepare to take over (no, Ada, go on, ya zaslushalsya: I’m all enchantment and ears), if we wish to convey the fact, the fact, the fact—that among those billions of brilliant couples in one cross section of what you will allow me to call spacetime (for the convenience of reasoning), one couple is a unique super-imperial couple, sverhimperator-skaya cheta, in consequence of which (to be inquired into, to be painted, to be denounced, to be put to music, or to the question and death, if the decade has a scorpion tail after all), the particularities of their love-making influence in a special unique way two long lives and a few readers, those pensive reeds, and their pens and mental paintbrushes. Natural history indeed! Unnatural history—because that precision of senses and sense must seem unpleasantly peculiar to peasants, and because the detail is all: The song of a Tuscan Firecrest or a Sitka Kinglet in a cemetery cypress; a minty whiff of Summer Savory or Yerba Buena on a coastal slope; the dancing flitter of a Holly Blue or an Echo Azure—combined with other birds, flowers and butterflies: that has to be heard, smelled and seen through the transparency of death and ardent beauty. And the most difficult: beauty itself as perceived through the there and then. The males of the firefly (now it’s really your turn, Van).

In mathematical physics, quantum field theory and statistical mechanics are characterized by the probability distribution of exp(−βH(x)) where H(x) is a Hamiltonian function. It is well known in [12] that physical problems are determined by the algebraic structure of H(x). Statistical learning theory can be understood as mathematical physics where the Hamiltonian is a random process defined by the log likelihood ratio function.

Until such time as duplications of individual nervous systems can be grown in tissue cultures (at this point no one knows "whose" consciousness they would have), our special identities will always be subject to being hit by a truck or dying in a plane crash. A sudden virus or heart seizure, even in the body's youth, may carry us off. Statistically, looking ahead thousands of years, the chances are that every human and even inanimate form will be broken sooner or later. But the distress felt by men and women today does not arise from the fear of such hazards. Rather, it comes from the certainty of aging and physical degeneration leading to death. It is the fear of losing our powers and being left alone, or in the hands of indifferent nurses, and knowing that the moment must come when we will not see the people we love any more, and everything will go black.

Whatever the evolutionary precursors of drug use are, a permanently “drug-free” human culture has yet to be discovered. Like music, language, art, and tool use, the pursuit of altered states of consciousness is a human universal. With access to few alternatives, Siberian shamans imbibe reindeer and human urine to maximize the psychedelic yield of Amanita muscaria mushrooms (the metabolite that is excreted may be stronger than the substance initially ingested); on nearly the opposite side of the world, New Zealanders party with untested “research chemicals” synthesized by Chinese chemists. Drug use spans time and culture. It is a rare human who has never taken a drug to alter her mood; statistically, it is non-users who are abnormal. Indeed, today, around two thirds of Americans over 12 have had at least one drink in the last year, and 1 in 5 are current smokers. (In the 1940s and ’50s, a whopping 67% of men smoked.) Among people ages 21 to 25, 60% have taken an illegal drug at least once—overwhelmingly marijuana—and 20% have taken one in the past month. Moreover, around half of us could suffer from physical withdrawal symptoms if denied our daily coffee. While Americans are relatively prodigious drug users—topping the charts in the use of many substances—we are far from alone in our psychoactive predilections.

Survival of the fittest" in the commonly used animal sense is not a theory or principle for a "time-binding" being. This theory is only for the physical bodies of animals; its effect upon humanity is sinister and degrading. We see the principle at work all about us in criminal exploitation and profiteering. As a matter of fact, the ages-long application of this animal principle to human affairs has degraded the whole human morale in an inconceivably far-reaching way. Personal greed and selfishness are brazenly owned as principles of conduct. We shrug our shoulders in acquiescence and proclaim greed and selfishness to be the very core of human nature, take it all for granted, and let it pass at that. We have gone so far in our degradation that the prophet of capitalistic principles, Adam Smith, in his famous Wealth of Nations, arrives at the laws of wealth, not from the phenomena of wealth nor from statistical statements, but from the phenomena of selfishness-a fact which shows how far-reaching in its dire influence upon all humanity is the theory that human beings are "animals." Of course the effect is very disastrous. The preceding chapters have shown that the theory is false; it is false, not only because of its unhappy effects, but it belies the characteristic nature of man. Human nature, this time-binding power, not only has the peculiar capacity for perpetual progress, but it has, over and above all animal propensities, certain qualities constituting it a distinctive dimension or type of life. Not only our whole collective life proves a love for higher ideals, but even our dead give us the rich heritage, material and spiritual, of all their toils. There is nothing mystical about it; to call SUCH a class a naturally selfish class is not only nonsensical but monstrous.

The statistic varied depending on who she was giving the speech to; roughly half the time with most military men, the first divulgence would happen before any pain was administered. Only 5 to 10 percent of the actual spies would say anything without some physical distress. Same numbers for religious zealots. For the low-level toadies, the speech worked 100 percent of the time. The man in charge had never once confessed as single detail without pain.

The English word Atonement comes from the ancient Hebrew word kaphar, which means to cover. When Adam and Eve partook of the fruit and discovered their nakedness in the Garden of Eden, God sent Jesus to make coats of skins to cover them. Coats of skins don’t grow on trees. They had to be made from an animal, which meant an animal had to be killed. Perhaps that was the very first animal sacrifice. Because of that sacrifice, Adam and Eve were covered physically. In the same way, through Jesus’ sacrifice we are also covered emotionally and spiritually. When Adam and Eve left the garden, the only things they could take to remind them of Eden were the coats of skins. The one physical thing we take with us out of the temple to remind us of that heavenly place is a similar covering. The garment reminds us of our covenants, protects us, and even promotes modesty. However, it is also a powerful and personal symbol of the Atonement—a continuous reminder both night and day that because of Jesus’ sacrifice, we are covered. (I am indebted to Guinevere Woolstenhulme, a religion teacher at BYU, for insights about kaphar.) Jesus covers us (see Alma 7) when we feel worthless and inadequate. Christ referred to himself as “Alpha and Omega” (3 Nephi 9:18). Alpha and omega are the first and last letters of the Greek alphabet. Christ is surely the beginning and the end. Those who study statistics learn that the letter alpha is used to represent the level of significance in a research study. Jesus is also the one who gives value and significance to everything. Robert L. Millet writes, “In a world that offers flimsy and fleeting remedies for mortal despair, Jesus comes to us in our moments of need with a ‘more excellent hope’ (Ether 12:32)” (Grace Works, 62). Jesus covers us when we feel lost and discouraged. Christ referred to Himself as the “light” (3 Nephi 18:16). He doesn’t always clear the path, but He does illuminate it. Along with being the light, He also lightens our loads. “For my yoke is easy,” He said, “and my burden is light” (Matthew 11:30). He doesn’t always take burdens away from us, but He strengthens us for the task of carrying them and promises they will be for our good. Jesus covers us when we feel abused and hurt. Joseph Smith taught that because Christ met the demands of justice, all injustices will be made right for the faithful in the eternal scheme of things (see Teachings, 296). Marie K. Hafen has said, “The gospel of Jesus Christ was not given us to prevent our pain. The gospel was given us to heal our pain” (“Eve Heard All These Things,” 27). Jesus covers us when we feel defenseless and abandoned. Christ referred to Himself as our “advocate” (D&C 29:5): one who believes in us and stands up to defend us. We read, “The Lord is my rock, and my fortress, and my deliverer; my God, my strength, in whom I will trust; my buckler” (Psalm 18:2). A buckler is a shield used to divert blows. Jesus doesn’t always protect us from unpleasant consequences of illness or the choices of others, since they are all part of what we are here on earth to experience. However, He does shield us from fear in those dark times and delivers us from having to face those difficulties alone. … We’ve already learned that the Hebrew word that is translated into English as Atonement means “to cover.” In Arabic or Aramaic, the verb meaning to atone is kafat, which means “to embrace.” Not only can we be covered, helped, and comforted by the Savior, but we can be “encircled about eternally in the arms of his love” (2 Nephi 1:15). We can be “clasped in the arms of Jesus” (Mormon 5:11). In our day the Savior has said, “Be faithful and diligent in keeping the commandments of God, and I will encircle thee in the arms of my love” (D&C 6:20). (Brad Wilcox, The Continuous Atonement, pp. 47-49, 60).

It’s the bell curve again,” I said to Ishtar. “If—as Lazarus thinks, and statistics back him up—every migration comes primarily from the right-hand end of the normal-incidence curve of human ability, then this acts as a sorting device whereby the new planet will show a bell curve with a much higher intelligence norm than the population it came from…and the old planet will average almost imperceptibly stupider.” “Imperceptible except for one thing!” Lazarus objected. “That tiny fraction that hardly shows statistically is the brain. I recall a country that lost a key war by chasing out a mere half dozen geniuses. Most people can’t think, most of the remainder won’t think, the small fraction who do think mostly can’t do it very well. The extremely tiny fraction who think regularly, accurately, creatively, and without self-delusion - in the long run these are the only people who count and they are the very ones who migrate when it is physically possible to do so

It is a well known phenomenon in many branches of the exact and physical sciences that very great numbers are often easier to handle than those of medium size. An almost exact theory of a gas, containing about 1025 freely moving particles, is incomparably easier than that of the solar system, made up of 9 major bodies; and still more than that of a multiple star of three or four objects of about the same size. This is, of course, due to the excellent possibility of applying the laws of statistics and probabilities in the first case.

The evidence abounds that not only do the self-righteous not have the market cornered on “clean living,” but they often lead secret, self-destructive lives. In my part of the world (Oklahoma is the reddest state in the union), there is actually a positive correlation between high church attendance and negative social statistics like teen pregnancy, divorce, physical and sexual abuse, and chemical dependency. Where there is denial there is dysfunction, and the more one’s faith resembles a fairy tale the sooner the clock strikes midnight.

One of the most telling statistics regarding multiples is that 97 percent of them have had a history of severe childhood trauma, often in the form of monstrous psychological, physical, and sexual abuse. This has led many researchers to conclude that becoming a multiple is the psyche's way of coping with extraordinary and soul-crushing pain. By dividing up into one or more personalities the psyche is able to parcel out the pain, in a way, and have several personalities bear what would be too much for just one personality to withstand. In this sense becoming a multiple may be the ultimate example of what Bohm means by fragmentation. It is interesting to note that when the psyche fragments itself, it does not become a collection of broken and jagged-edged shards, but a collection of smaller wholes, complete and self-sustaining with their own traits, motives, and desires. Although these wholes are not identical copies of the original personality, they are related to the dynamics of the original personality, and this in itself suggests that some kind of holographic process is involved.

read it in the paper the other day. I meant to tell you about it, but I forgot. It was an interview with some veterinarian. Apparently, horses are tremendously influenced by the phases of the moon—both physically and emotionally. Their brain waves go wild as the full moon approaches, and they start having all kinds of physical problems. Then, on the night itself, a lot of them get sick, and a huge number of those die. Nobody really knows why this happens, but the statistics prove that it does. Horse vets never have time to sleep on full-moon nights, they’re so busy.

But the concepts of the physical sciences were ill-adapted to a world filled with acting men and women. The psychologic, the economic, these were matters for which no equation could reliably provide truth. For today's statistical relationship was sure to be turned on it's head tomorrow by a change of preference or fancy. Electrons can be excited, but they do not panic. Observe as many favorable conditions for a riot as you may like, better yet set all of them, and still a riot may not happen. And you will probably never know why your plan of domestic unrest was foiled." (From How to Succeed in Evil)

But our Edenic tent–God doesn’t just want to save us. He actually wants to be with us. He doesn’t just love us. God actually likes us. So God removes His royal robes and steps down from His throne to experience—for the first time—what it is like to be human. God is omniscient, which means that He is all-knowing. There’s nothing in the universe, no piece of information, no fact, no statistic that He doesn’t know. The hairs on your head, the zits on your face—He knows about every one. But until the incarnation, God hadn’t experienced human nature. Since zits aren’t a sin, perhaps Jesus had them too. God knows every hair on your head, but through the incarnation, God knows what it feels like to have hair ripped out. God knows about tiredness, but through the incarnation, He experiences exhaustion. God knows how many molecules it takes to shoot a hunger pain from your stomach to your brain. But through the incarnation, God knows what it feels like to starve to the point of death. Through the incarnation, God has enjoyed the same warm wave of sunlight that splashes across your face on the first day of spring. When you bathe in it, God smiles because He’s bathed in it too. He’s been refreshed by a night’s sleep after a long day of work. Warmed by a toasty bed on a cold winter night. Enjoyed a rich glass of wine while celebrating among friends. God authored creation. But through the incarnation, God experienced creation. And He encountered joy under the bridge. He also experienced pain. Relational, psychological, emotional, and physical agony. God has suffered the misery and brokenness of the same sin-saturated world that oppresses us every day. The pain of being rejected, beaten, abused, unloved, uncared for, mocked, shamed, spat upon, and disrespected as an image bearer of the Creator. Jesus knows all of this. He’s experienced all of this. And He willingly endured it to bring you back to Eden.

Positive rights require physical force or intimidation in order to enforce these alleged ‘rights.’ In essence, they are faux rights that violate other people’s rights. Positive rights actually don’t exist; they are fictitious, a fraudulent tactic which subverts choice. Rights are not obligations. To physically force someone to give financial benefits to another makes a mockery of the principles of freedom of action, freedom of choice, and the right to be free from aggression. Rather, the license to institute compulsory practices leads to legalized and institutionalized aggression and robbery. Enabling political structures to plunder one in the name of others perverts the meaning of individual human rights.

When he applied this approach to a gas of quantum particles, Einstein discovered an amazing property: unlike a gas of classical particles, which will remain a gas unless the particles attract one another, a gas of quantum particles can condense into some kind of liquid even without a force of attraction between them. This phenomenon, now called Bose-Einstein condensation,* was a brilliant and important discovery in quantum mechanics, and Einstein deserves most of the credit for it. Bose had not quite realized that the statistical mathematics he used represented a fundamentally new approach. As with the case of Planck’s constant, Einstein recognized the physical reality, and the significance, of a contrivance that someone else had devised.

It will be noticed that the fundamental theorem proved above bears some remarkable resemblances to the second law of thermodynamics. Both are properties of populations, or aggregates, true irrespective of the nature of the units which compose them; both are statistical laws; each requires the constant increase of a measurable quantity, in the one case the entropy of a physical system and in the other the fitness, measured by m, of a biological population. As in the physical world we can conceive the theoretical systems in which dissipative forces are wholly absent, and in which the entropy consequently remains constant, so we can conceive, though we need not expect to find, biological populations in which the genetic variance is absolutely zero, and in which fitness does not increase. Professor Eddington has recently remarked that 'The law that entropy always increases—the second law of thermodynamics—holds, I think, the supreme position among the laws of nature'. It is not a little instructive that so similar a law should hold the supreme position among the biological sciences. While it is possible that both may ultimately be absorbed by some more general principle, for the present we should note that the laws as they stand present profound differences—-(1) The systems considered in thermodynamics are permanent; species on the contrary are liable to extinction, although biological improvement must be expected to occur up to the end of their existence. (2) Fitness, although measured by a uniform method, is qualitatively different for every different organism, whereas entropy, like temperature, is taken to have the same meaning for all physical systems. (3) Fitness may be increased or decreased by changes in the environment, without reacting quantitatively upon that environment. (4) Entropy changes are exceptional in the physical world in being irreversible, while irreversible evolutionary changes form no exception among biological phenomena. Finally, (5) entropy changes lead to a progressive disorganization of the physical world, at least from the human standpoint of the utilization of energy, while evolutionary changes are generally recognized as producing progressively higher organization in the organic world.

Marriage is inefficient!” she proclaims. “The whole construct is a model of wasted resources. The wife often stays home to care for the children, or even a single child, abandoning the career she worked so hard for, losing years of creative output. Beyond the wasting of talent, think of the physical waste. For every home, there are so many redundancies. How many toasters do you think there are in the world?” “I have no idea.” “Seriously, just guess.” “Ten million?” I say impatiently. “More than two hundred million! And how often do you think the average household uses its toaster?” Once again, she doesn’t wait for my answer. “Just 2.6 hours per year. Two hundred million toasters are sitting unused, statistically speaking, more than 99.97 percent of their active lives.

Let’s take a quick look at what a psychopath is. Although the American Psychiatric Association (APA) no longer uses this term, much of the rest of the world does. The APA has incorporated the term psychopath and sociopath within a broader definition designated as antisocial personality disorder. Even within the APA, there is wide disagreement as to what these terms actually mean. The most recent Diagnostic and Statistical Manual of Mental Disorders (DSM-IV-TR) is an American handbook for mental health professionals. It lists different categories of mental disorders and the criteria for diagnosing them, according to the publishing organization, the American Psychiatric Association. The APA defines antisocial personality disorder, which would include Lobaczewski’s psychopathic personality disorder, as a pervasive pattern of disregard for the violation of the rights of others occurring since age fifteen years, as indicated by three or more of the following:   1.     Failure to conform to social norms with respect to lawful behaviors as indicated by repeatedly performing acts that are grounds for arrest. 2.     Deceitfulness, as indicated by repeated lying, use of aliases, or conning others for personal profit or pleasure. 3.     Impulsivity or failure to plan ahead. 4.     Aggressiveness, as indicated by repeated physical fights or assaults. 5.     Reckless disregard for the safety of self or others. 6.     Consistent irresponsibility. 7.     Lack of remorse, as indicated by being indifferent to or rationalizing having hurt, mistreated, or stolen from another.

A common refrain among theoretical physicists is that the fields of quantum field theory are the “real” entities while the particles they represent are images like the shadows in Plato's cave. As one who did experimental particle physics for forty years before retiring in 2000, I say, “Wait a minute!” No one has ever measured a quantum field, or even a classical electric, magnetic, or gravitational field. No one has ever measured a wavicle, the term used to describe the so-called wavelike properties of a particle. You always measure localized particles. The interference patterns you observe in sending light through slits are not seen in the measurements of individual photons, just in the statistical distributions of an ensemble of many photons. To me, it is the particle that comes closest to reality. But then, I cannot prove it is real either.

This irrelevance of molecular arrangements for macroscopic results has given rise to the tendency to confine physics and chemistry to the study of homogeneous systems as well as homogeneous classes. In statistical mechanics a great deal of labor is in fact spent on showing that homogeneous systems and homogeneous classes are closely related and to a considerable extent interchangeable concepts of theoretical analysis (Gibbs theory). Naturally, this is not an accident. The methods of physics and chemistry are ideally suited for dealing with homogeneous classes with their interchangeable components. But experience shows that the objects of biology are radically inhomogeneous both as systems (structurally) and as classes (generically). Therefore, the method of biology and, consequently, its results will differ widely from the method and results of physical science.

4.​They can cause a lot of damage to your body and your life. Because they’re frozen in dreadful scenes in the past and carry burdens from those times, they will do whatever they need to do to get your attention when you won’t listen: punish you or others, convince others to take care of them, sabotage your plans, or eliminate people in your life they see as a threat. To do these things and more, they can exacerbate or give you physical symptoms or diseases, nightmares and strange dreams, emotional outbursts, and chronic emotional states. Indeed, most of the syndromes that make up the Diagnostic and Statistical Manual are simply descriptions of the different clusters of protectors that dominate people after they’ve been traumatized. When you think of those diagnoses that way, you feel a lot less defective and a lot more empowered to help those protectors out of those roles.

For it is true historically that those who have shown the greatest subtlety with language have shown the greatest power to understand (this does not exclude Sophists, for Plato made the point that one must be able to see the truth accurately in order to judge one’s distance from it if he is practicing deception). To take a contemporary example which has statistical support: American universities have found that with few exceptions students who display the greatest mastery of words, as evidenced by vocabulary tests and exercises in writing, make the best scholastic records regardless of the department of study they enter. For physics, for chemistry, for engineering—it matters not how superficially unrelated to language the branch of study may be—command of language will prognosticate aptitude. Facility with words bespeaks a capacity to learn relations and grasp concepts; it is a means of access to the complex reality. Evidently

There were six thousand violent incidents reported by the New York City school board in 1993 compared with one single violent incident in 1961. The number of serious assaults among Canadian youth have climbed fivefold in the last fifty years, while in the United States, it's up sevenfold. The increasing abuse of parents by their children was the subject of the recent Cottrell report to Health Canada. In one survey, four out of five teachers reported having been attacked by students, if not physically then by intimidating threats and verbal assaults. When the definition of aggression is expanded to include self-attack, the suicide statistics become very disturbing. Attempts with fatal outcomes have tripled among children in the past fifty years. Suicides among ten- to fourteen-year-olds have been increasing at the fastest rate. Many adults today are hesitant to confront groups of youths they do not know, for fear of being attacked. Such apprehension was virtually unknown a generation or two ago. Those of us who have been around for a while can sense the difference a few decades have made.

The process of simplifying man's environment and rendering it increasingly elemental and crude has a cultural as well as a physical dimension. The need to manipulate immense urban populations—to transport, feed, employ, educate and somehow entertain millions of densely concentrated people—leads to a crucial decline in civic and social standards. A mass concept of human relations—totalitarian, centralistic and regimented in orientation—tends to dominate the more individuated concepts of the past. Bureaucratic techniques of social management tend to replace humanistic approaches. All that is spontaneous, creative and individuated is circumscribed by the standardized, the regulated and the massified. The space of the individual is steadily narrowed by restrictions imposed upon him by a faceless, impersonal social apparatus. Any recognition of unique personal qualities is increasingly surrendered to the manipulation of the lowest common denominator of the mass. A quantitative, statistical approach, a beehive manner of dealing with man, tends to triumph over the precious individualized and qualitative approach which places the strongest emphasis on personal uniqueness, free expression and cultural complexity.

When he applied this approach to a gas of quantum particles, Einstein discovered an amazing property: unlike a gas of classical particles, which will remain a gas unless the particles attract one another, a gas of quantum particles can condense into some kind of liquid even without a force of attraction between them. This phenomenon, now called Bose-Einstein condensation,* was a brilliant and important discovery in quantum mechanics, and Einstein deserves most of the credit for it. Bose had not quite realized that the statistical mathematics he used represented a fundamentally new approach. As with the case of Planck’s constant, Einstein recognized the physical reality, and the significance, of a contrivance that someone else had devised.49 Einstein’s method had the effect of treating particles as if they had wavelike traits, as both he and de Broglie had suggested. Einstein even predicted that if you did Thomas Young’s old double-slit experiment (showing that light behaved like a wave by shining a beam through two slits and noting the interference pattern) by using a beam of gas molecules, they would interfere with one another as if they were waves. “A beam of gas molecules which passes through an aperture,” he wrote, “must undergo a diffraction analogous to that of a light ray.

The two hit it off well, because de Broglie was trying, like Einstein, to see if there were ways that the causality and certainty of classical physics could be saved. He had been working on what he called “the theory of the double solution,” which he hoped would provide a classical basis for wave mechanics. “The indeterminist school, whose adherents were mainly young and intransigent, met my theory with cold disapproval,” de Broglie recalled. Einstein, on the other hand, appreciated de Broglie’s efforts, and he rode the train with him to Paris on his way back to Berlin. At the Gare du Nord they had a farewell talk on the platform. Einstein told de Broglie that all scientific theories, leaving aside their mathematical expressions, ought to lend themselves to so simple a description “that even a child could understand them.” And what could be less simple, Einstein continued, than the purely statistical interpretation of wave mechanics! “Carry on,” he told de Broglie as they parted at the station. “You are on the right track!” But he wasn’t. By 1928, a consensus had formed that quantum mechanics was correct, and de Broglie relented and adopted that view. “Einstein, however, stuck to his guns and continued to insist that the purely statistical interpretation of wave mechanics could not possibly be complete,” de Broglie recalled, with some reverence, years later.

To come now to the last point: can we call something with which the concepts of position and motion cannot be associated in the usual way, a thing, or a particle? And if not, what is the reality which our theory has been invented to describe? The answer to this is no longer physics, but philosophy, and to deal with it thoroughly would mean going far beyond the bounds of this lecture. I have given my views on it elsewhere. Here I will only say that I am emphatically in favour of the retention of the particle idea. Naturally, it is necessary to redefine what is meant. For this, well-developed concepts are available which appear in mathematics under the name of invariants in transformations. Every object that we perceive appears in innumerable aspects. The concept of the object is the invariant of all these aspects. From this point of view, the present universally used system of concepts in which particles and waves appear simultaneously, can be completely justified. The latest research on nuclei and elementary particles has led us, however, to limits beyond which this system of concepts itself does not appear to suffice. The lesson to be learned from what I have told of the origin of quantum mechanics is that probable refinements of mathematical methods will not suffice to produce a satisfactory theory, but that somewhere in our doctrine is hidden a concept, unjustified by experience, which we must eliminate to open up the road.

Statistically, the probability of any one of us being here is so small that you'd think the mere fact of existing would keep us all in a contented dazzlement of surprise. We are alive against the stupendous odds of genetics, infinitely outnumbered by all the alternates who might, except for luck, be in our places. Even more astounding is our statistical improbability in physical terms. The normal, predictable state of matter throughout the universe is randomness, a relaxed sort of equilibrium, with atoms and their particles scattered around in an amorphous muddle. We, in brilliant contrast, are completely organized structures, squirming with information at every covalent bond. We make our living by catching electrons at the moment of their excitement by solar photons, swiping the energy released at the instant of each jump and storing it up in intricate loops fro ourselves. We violate probability, by our nature. To be able to do this systematically, and in such wild varieties of form, from viruses to whales, is extremely unlikely; to have sustained the effort successfully for the several billion years of our existence, without drifting back into randomness, was nearly a mathematical impossibility. Add to this the biological improbability that makes each member of our own species unique. Everyone is one in 3 billion at the moment, which describes the odds. Each of us is a self-contained, free-standing individual, labeled by specific protein configurations at the surfaces of cells, identifiable by whorls of fingertip skin, maybe even by special medleys of fragrance. You'd think we'd never stop dancing.

The very concept of fathers as protectors is so politically incorrect that researchers must hedge their findings with politically acceptable weasel words: “The protective effect from the father’s presence in most households was sufficiently strong to offset the risk incurred by the few paternal perpetrators.” In fact, the risk of “paternal perpetrators” is miniscule. While men are assumed more likely to commit sexual than physical abuse,333 sexual abuse is much less common than severe physical abuse and is almost entirely perpetrated by boyfriends and stepfathers (who are falsely classified as “fathers” in most statistical studies). Yet feminists would have us believe that father-daughter incest is rampant, and feminist child protection agents implement this propaganda as policy, rationalizing the forced removal of fathers and creating the very problem they claim to be solving. “An anti-male attitude is often found in documents, statements, and in the writings of those claiming to be experts in cases of child sexual abuse.” These scholars document techniques by social service agencies to systematically teach children to hate their fathers, including inculcating in the children a message that the father has sexually molested them. “The professionals use techniques that teach children a negative and critical view of men in general and fathers in particular,” they write. “The child is repeatedly reinforced for fantasizing throwing Daddy in jail and is trained to hate and fear him.” From the father’s perspective, the real child abusers have thrown him out of the family so they can abuse his children with impunity.

The Delusion of Lasting Success promises that building an enduring company is not only achievable but a worthwhile objective. Yet companies that have outperformed the market for long periods of time are not just rare, they are statistical artifacts that are observable only in retrospect. Companies that achieved lasting success may be best understood as having strung together many short-term successes. Pursuing a dream of enduring greatness may divert attention from the pressing need to win immediate battles. The Delusion of Absolute Performance diverts our attention from the fact that success and failure always take place in a competitive environment. It may be comforting to believe that our success is entirely up to us, but as the example of Kmart demonstrated, a company can improve in absolute terms and still fall further behind in relative terms. Success in business means doing things better than rivals, not just doing things well. Believing that performance is absolute can cause us to take our eye off rivals and to avoid decisions that, while risky, may be essential for survival given the particular context of our industry and its competitive dynamics. The Delusion of the Wrong End of the Stick lets us confuse causes and effects, actions and outcomes. We may look at a handful of extraordinarily successful companies and imagine that doing what they did can lead to success — when it might in fact lead mainly to higher volatility and a lower overall chance of success. Unless we start with the full population of companies and examine what they all did — and how they all fared — we have an incomplete and indeed biased set of information. The Delusion of Organizational Physics implies that the business world offers predictable results, that it conforms to precise laws. It fuels a belief that a given set of actions can work in all settings and ignores the need to adapt to different conditions: intensity of competition, rate of growth, size of competitors, market concentration, regulation, global dispersion of activities, and much more. Claiming that one approach can work everywhere, at all times, for all companies, has a simplistic appeal but doesn’t do justice to the complexities of business. These points, taken together, expose the principal fiction at the heart of so many business books — that a company can choose to be great, that following a few key steps will predictably lead to greatness, that its success is entirely of its own making and not dependent on factors outside its control.

Democracy, the apple of the eye of modern western society, flies the flag of equality, tolerance, and the right of its weaker members to defense and protection. The flag bearers for children's rights adhere to these same values. But should democracy bring about the invalidation of parental authority? Does democracy mean total freedom for children? Is it possible that in the name of democracy, parents are no longer allowed to say no to their children or to punish them? The belief that punishment is harmful to children has long been a part of our culture. It affects each and every one of us and penetrates our awareness via the movies we see and the books we read. It is a concept that has become a kingpin of modern society and helps form the media's attitudes toward parenting, as well as influencing legislation and courtroom decisions. In recent years, the children's rights movement has enjoyed enormous momentum and among the current generation, this movement has become pivotal and is stronger than ever before. Educational systems are embracing psychological concepts in which stern approaches and firm discipline during childhood are said to create emotional problems in adulthood, and liberal concepts have become the order of the day. To prevent parents from abusing their children, the public is constantly being bombarded by messages of clemency and boundless consideration; effectively, children should be forgiven, parents should be understanding, and punishment should be avoided. Out of a desire to protect children from all hardship and unpleasantness, parental authority has become enfeebled and boundaries have been blurred. Nonetheless, at the same time society has seen a worrying rise in violence, from domestic violence to violence at school and on the streets. Sweden, a pioneer in enacting legislation that limits parental authority, is now experiencing a dramatic rise in child and youth violence. The country's lawyers and academics, who have established a committee for human rights, are now protesting that while Swedish children are protected against light physical punishment from their parents (e.g., being spanked on the bottom), they are exposed to much more serious violence from their peers. The committee's position is supported by statistics that indicate a dramatic rise in attacks on children and youths by their peers over the years since the law went into effect (9-1). Is it conceivable, therefore, that a connection exists between legislation that forbids across-the-board physical punishment and a rise in youth violence? We believe so! In Israel, where physical punishment has been forbidden since 2000 (9-2), there has also been a steady and sharp rise in youth violence, which bears an obvious connection to reduced parental authority. Children and adults are subjected to vicious beatings and even murder at the hands of violent youths, while parents, who should by nature be responsible for setting boundaries for their children, are denied the right to do so properly, as they are weakened by the authority of the law. Parents are constantly under suspicion, and the fear that they may act in a punitive manner toward their wayward children has paralyzed them and led to the almost complete transfer of their power into the hands of law-enforcement authorities. Is this what we had hoped for? Are the indifferent and hesitant law-enforcement authorities a suitable substitute for concerned and caring parents? We are well aware of the fact that law-enforcement authorities are not always able to effectively do their jobs, which, in turn, leads to the crumbling of society.

PATTERNS OF THE “SHY” What else is common among people who identify themselves as “shy?” Below are the results of a survey that was administered to 150 of my program’s participants. The results of this informal survey reveal certain facts and attitudes common among the socially anxious. Let me point out that these are the subjective answers of the clients themselves—not the professional opinions of the therapists. The average length of time in the program for all who responded was eight months. The average age was twenty-eight. (Some of the answers are based on a scale of 1 to 5, 1 being the lowest.) -Most clients considered shyness to be a serious problem at some point in their lives. Almost everyone rated the seriousness of their problem at level 5, which makes sense, considering that all who responded were seeking help for their problem. -60 percent of the respondents said that “shyness” first became enough of a problem that it held them back from things they wanted during adolescence; 35 percent reported the problem began in childhood; and 5 percent said not until adulthood. This answer reveals when clients were first aware of social anxiety as an inhibiting force. -The respondents perceived the average degree of “sociability” of their parents was a 2.7, which translates to “fair”; 60 percent of the respondents reported that no other member of the family had a problem with “shyness”; and 40 percent said there was at least one other family member who had a problem with “shyness.” -50 percent were aware of rejection by their peers during childhood. -66 percent had physical symptoms of discomfort during social interaction that they believed were related to social anxiety. -55 percent reported that they had experienced panic attacks. -85 percent do not use any medication for anxiety; 15 percent do. -90 percent said they avoid opportunities to meet new people; 75 percent acknowledged that they often stay home because of social fears, rather than going out. -80 percent identified feelings of depression that they connected to social fears. -70 percent said they had difficulty with social skills. -75 percent felt that before they started the program it was impossible to control their social fears; 80 percent said they now believed it was possible to control their fears. -50 percent said they believed they might have a learning disability. -70 percent felt that they were “too dependent on their parents”; 75 percent felt their parents were overprotective; 50 percent reported that they would not have sought professional help if not for their parents’ urging. -10 percent of respondents were the only child in their families; 40 percent had one sibling; 30 percent had two siblings; 10 percent had three; and 10 percent had four or more. Experts can play many games with statistics. Of importance here are the general attitudes and patterns of a population of socially anxious individuals who were in a therapy program designed to combat their problem. Of primary significance is the high percentage of people who first thought that “shyness” was uncontrollable, but then later changed their minds, once they realized that anxiety is a habit that can be broken—without medication. Also significant is that 50 percent of the participants recognized that their parents were the catalyst for their seeking help. Consider these statistics and think about where you fit into them. Do you identify with this profile? Look back on it in the coming months and examine the ways in which your sociability changes. Give yourself credit for successful breakthroughs, and keep in mind that you are not alone!

22. Giving up Distraction Week #4 Saturday Scripture Verses •Hebrews 12:1–2 •Mark 1:35 •John 1:14–18 Questions to Consider •What distracts you from being present with other people around you? •What distracts you from living out God’s agenda for your life? •What helps you to focus and be the most productive? •How does Jesus help us focus on what is most important in any given moment? Plan of Action •At your next lunch, have everyone set their phone facing down at the middle of the table. The first person who picks up their phone pays for the meal. •Challenge yourself that the first thing you watch, read, or listen to in the morning when you wake up is God’s Word (not email or Facebook). •Do a digital detox. Turn off everything with a screen for 24 hours. Tomorrow would be a great day to do it, since there is no “40 Things Devotion” on Sunday. Reflection We live in an ever connected world. With smart phones at the tip of our fingers, we can instantly communicate with people on the other side of the world. It is an amazing time to live in. I love the possibilities and the opportunities. With the rise of social media, we not only connect with our current circle of friends and family, but we are also able to connect with circles from the past. We can build new communities in the virtual world to find like-minded people we cannot find in our physical world. Services like Facebook, Twitter, YouTube, and Instagram all have tremendous power. They have a way of connecting us with others to shine the light of Jesus. While all of these wonderful things open up incredible possibilities, there are also many dangers that lurk. One of the biggest dangers is distraction. They keep us from living in the moment and they keep us from enjoying the people sitting right across the room from us. We’ve all seen that picture where the family is texting one another from across the table. They are not looking at each other. They are looking at the tablet or the phone in front of them. They are distracted in the moment. Today we are giving up distraction and we are going to live in the moment. Distraction doesn’t just come from modern technology. We are distracted by our work. We are distracted by hobbies. We are distracted by entertainment. We are distracted by busyness. The opposite of distraction is focus. It is setting our hearts and our minds on Jesus. It’s not just putting him first. It’s about him being a part of everything. It is about making our choices to be God’s choices. It is about letting him determine how we use our time and focus our attention. He is the one setting our agenda. I saw a statistic that 80% of smartphone users will check their phone within the first 15 minutes of waking up. Many of those are checking their phones before they even get out of bed. What are they checking? Social media? Email? The news of the day? Think about that for a moment. My personal challenge is the first thing I open up every day is God’s word. I might open up the Bible on my phone, but I want to make sure the first thing I am looking at is God’s agenda. When I open up my email, my mind is quickly set to the tasks those emails generate rather than the tasks God would put before me. Who do I want to set my agenda? For me personally, I know that if God is going to set the agenda, I need to hear from him before I hear from anyone else. There is a myth called multitasking. We talk about doing it, but it is something impossible to do. We are very good at switching back and forth from different tasks very quickly, but we are never truly doing two things at once. So the challenge is to be present where God has planted you. In any given moment, know what is the one most important thing. Be present in that one thing. Be present here and now.

In the past decade, the historically consistent division in the United States between the share of total national income going to labor and that going to physical capital seems to have changed significantly. As the economists Susan Fleck, John Glaser, and Shawn Sprague noted in the U.S. Bureau of Labor Statistics’ Monthly Labor Review in 2011, “Labor share averaged 64.3 percent from 1947 to 2000. Labor share has declined over the past decade, falling to its lowest point in the third quarter of 2010, 57.8 percent.” Recent moves to “re-shore” production from overseas, including Apple’s decision to produce its new Mac Pro computer in Texas, will do little to reverse this trend. For in order to be economically viable, these new domestic manufacturing facilities will need to be highly automated. Other countries are witnessing similar trends. The economists Loukas Karabarbounis and Brent Neiman have documented significant declines in labor’s share of GDP in 42 of the 59 countries they studied, including China, India, and Mexico. In describing their findings, Karabarbounis and Neiman are explicit that progress in digital technologies is an important driver of this phenomenon: “The decrease in the relative price of investment goods, often attributed to advances in information technology and the computer age, induced firms to shift away from labor and toward capital. The lower price of investment goods explains roughly half of the observed decline in the labor share.

These are the intricacies of probability as the hallmark of Nature and we, observers, can be very easily misled when looking at partial snapshots of the whole Reality -- particularly with our innate desire to find rock-solid patterns and laws. But… then… is there any relation at all between the new notion of Statistical Entropy and the Anisotropy of Time for which we presented so much evidence in Records of the Future? Clearly, as we just saw, not when we rely on the Statistical Entropy of a single perfectly isolated system!

I took 17 computer science classes and made an A in 11 of them. 1 point away from an A in 3 of them and the rest of them didn't matter. Math is a tool for physics,chemistry,biology/basic computation and nothing else. CS I(Pascal Vax), CS II(Pascal Vax), Sr. Software Engineering, Sr. Distributed Systems, Sr. Research, Sr. Operating Systems, Sr. Unix Operating Systems, Data Structures, Sr. Object Oriented A&D, CS (perl/linux), Sr. Java Programming, Information Systems Design, Jr. Unix Operating Systems, Microprocessors, Programming Algorithms, Calculus I,II,III, B Differential Equations, TI-89 Mathematical Reasoning, 92 C++ Programming, Assembly 8086, Digital Computer Organization, Discrete Math I,II, B Statistics for the Engineering & Sciences (w/permutations & combinatorics) -- A-American Literature A-United States History 1865 CLEP-full year english CLEP-full year biology A-Psychology A-Environmental Ethics

Big Data’s gift, the way it kept itself growing stronger, was in its ability to persuade the majority of people that the unique collection of physical and personality characteristics that they naively referred to as the “self” was in fact made up of a complex matrix of statistical values, too complicated for humans to process but not so hard for computers to comprehend.

In my view, you can increase your career options if you start by studying a “hard” subject instead of a “soft” one. A hard subject is one that is more rigorous, where there is generally a right answer and a wrong answer, such as physics. You should learn hard subjects first because they teach you the fundamental skills that are needed to evaluate softer subjects. For example, if you first obtain a rigorous education in statistical methods, you will have some of the tools necessary to analyze the impact of many public policies. Furthermore, softer subjects are easier to learn on your own. You might be able to pick up the main ideas of a certain field of sociology by reading some papers, but you probably can’t learn the fundamentals of neurophysiology without formal instruction.

earth. They will go to their graves unloved and uncherished, a total failure as the woman God called them to be. Wisdom allows us the ability to use our minds and spirits to handle small problems with grace and honor. To those of you who are enduring verbal and physical abuse, we realize that statistically, you are likely to remain with your husband. It is therefore important that you understand how to speak and conduct yourself in a way that will maintain your physical and emotional safety and ultimately win your husband. The Bible

experience as an electronics engineer, researcher, and mathematician makes him an ideal editor for reference books and tutorials. He has authored several titles for the McGraw-Hill DeMYSTiFied series (a group of home-schooling and self-teaching volumes), including Everyday Math Demystified, Physics Demystified, and Statistics Demystified, all perennial bestsellers. Stan has also written more than 20 other books and dozens of magazine articles. His work

He had made a discovery of the first magnitude. It opened up an entirely new approach to physics, which led to statistical mechanics, to a proper understanding of thermodynamics and to the use of probability distributions in quantum mechanics. If he had done nothing else, this breakthrough would have been enough to put him among the world's great scientists.

Addiction is a human problem that resides in people, not in the drug or in the drug’s capacity to produce physical effects,” writes Lance Dodes, a psychiatrist at the Harvard Medical School Division on Addictions. It is true that some people will become hooked on substances after only a few times of using, with potentially tragic consequences, but to understand why, we have to know what about those individuals makes them vulnerable to addiction. Mere exposure to a stimulant or narcotic or to any other mood-altering chemical does not make a person susceptible. If she becomes an addict, it’s because she’s already at risk. Heroin is considered to be a highly addictive drug — and it is, but only for a small minority of people, as the following example illustrates. It’s well known that many American soldiers serving in the Vietnam War in the late 1960s and early 1970s were regular users. Along with heroin, most of these soldier addicts also used barbiturates or amphetamines or both. According to a study published in the Archives of General Psychiatry in 1975, 20 per cent of the returning enlisted men met the criteria for the diagnosis of addiction while they were in Southeast Asia, whereas before they were shipped overseas fewer than 1 per cent had been opiate addicts. The researchers were astonished to find that “after Vietnam, use of particular drugs and combinations of drugs decreased to near or even below preservice levels.” The remission rate was 95 per cent, “unheard of among narcotics addicts treated in the U.S.” “The high rates of narcotic use and addiction there were truly unlike anything prior in the American experience,” the researchers concluded. “Equally dramatic was the surprisingly high remission rate after return to the United States.” These results suggested that the addiction did not arise from the heroin itself but from the needs of the men who used the drug. Otherwise, most of them would have remained addicts. As with opiates so, too, with the other commonly abused drugs. Most people who try them, even repeatedly, will not become addicted. According to a U.S. national survey, the highest rate of dependence after any use is for tobacco: 32 per cent of people who used nicotine even once went on to long-term habitual use. For alcohol, marijuana and cocaine the rate is about 15 per cent and for heroin the rate is 23 per cent. Taken together, American and Canadian population surveys indicate that merely having used cocaine a number of times is associated with an addiction risk of less than 10 per cent. This doesn’t prove, of course, that nicotine is “more” addictive than, say, cocaine. We cannot know, since tobacco — unlike cocaine — is legally available, commercially promoted and remains, more or less, a socially tolerated object of addiction. What such statistics do show is that whatever a drug’s physical effects and powers, they cannot be the sole cause of addiction.

Science and philosophy have for centuries been sustained by unquestioning faith in perception. Perception opens a window on to things. This means that it is directed, quasi-teleologically, towards a *truth in itself* in which the reason underlying all appearances is to be found. The tacit thesis of perception is that at every instant experience can be co-ordinated with that of the previous instant and that of the following, and my perspective with that of other consciousnesses—that all contradictions can be removed, that monadic and intersubjective experience is one unbroken text—that what is now indeterminate for me could become determinate for a more complete knowledge, which is as it were realized in advance in the thing, or rather which is the thing itself. Science has first been merely the sequel or amplification of the process which constitutes perceived things. Just as the thing is the invariant of all sensory fields and of all individual perceptual fields, so the scientific concept is the means of fixing and objectifying phenomena. Science defined a theoretical state of bodies not subject to the action of any force, and *ipso facto* defined force, reconstituting with the aid of these ideal components the processes actually observed. It established statistically the chemical properties of pure bodies, deducing from these those of empirical bodies, and seeming thus to hold the plan of creation or in any case to have found a reason immanent in the world. The notion of geometrical space, indifferent to its contents, that of pure movement which does not by itself affect the properties of the object, provided phenomena with a setting of inert existence in which each event could be related to physical conditions responsible for the changes occurring, and therefore contributed to this freezing of being which appeared to be the task of physics. In thus developing the concept of the thing, scientific knowledge was not aware that it was working on a presupposition. Precisely because perception, in its vital implications and prior to any theoretical thought, is presented as perception of a being, it was not considered necessary for reflection to undertake a genealogy of being, and it was therefore confined to seeking the conditions which make being possible. Even if one took account of the transformations of determinant consciousness, even if it were conceded that the constitution of the object is never completed, there was nothing to add to what science said of it; the natural object remained an ideal unity for us and, in the famous words of Lachelier, a network of general properties. It was no use denying any ontological value to the principles of science and leaving them with only a methodical value, for this reservation made no essential change as far as philosophy was concerned, since the sole conceivable being remained defined by scientific method. The living body, under these circumstances, could not escape the determinations which alone made the object into an object and without which it would have had no place in the system of experience. The value predicates which the reflecting judgment confers upon it had to be sustained, in being, by a foundation of physico-chemical properties. In ordinary experience we find a fittingness and a meaningful relationship between the gesture, the smile and the tone of a speaker. But this reciprocal relationship of expression which presents the human body as the outward manifestation of a certain manner of being-in-the-world, had, for mechanistic physiology, to be resolved into a series of causal relations.” —from_Phenomenology of Perception_. Translated by Colin Smith, pp. 62-64 —Artwork by Cristian Boian

If we take a science such as experimental physics, where studies tend to have high statistical power, methods are well defined and de facto preregistered, then the failure to reproduce a previous result is considered a major cause for concern. But in a weaker science where lax statistical standards and questionable research practices are the norm, attempts to reproduce prior work will often fail, and it should therefore come as no surprise that retraction is rare.

According to the principle of indeterminism, the particles behave in a way that is defined only statistically, and within the limits of this indeterminism, they allow themselves to act in ways that are indecent or simply horrifying from the viewpoint of classic physics, because they violate the laws of behavior; but as this is happening within an interval of indefiniteness, they can never be observed in the act of breaking those laws.

To think at a deeper level about my irritable state of play, being unsure of this thing I’ve come to call adventure, I make toast. As I stand eating at the sink, crumbs going everywhere, it occurs to me that, in a horrible stroke of symmetry, I’ve lived roughly the same number of days as adult and non-adult. This is a somewhat arbitrary statistic, other than to say the physical meat of me is no longer prime. Lamb is turning to mutton. I can no longer, for example, share a birthday with the winner of the Tour de France.

So how do you help your Band-Aid solution stand out with people who don’t know they’re cut? You cut them! Of course, I’m not suggesting you cause any physical harm to your customers. Rather, you should adopt an approach that clearly conveys the problem you solve in advance of communicating the way you solve it. For example, back at my third start-up, when positioning our new-age feedback, coaching, and recognition solution, we could have invoked statements like: “We help employees get the feedback they need to perform their best and grow their careers.” “We help managers become great coaches.” “We help promote your amazing culture by making winning behaviors visible.” All imply that employees don’t get enough feedback at work, managers can often be poor coaches, and your people do amazing things that not everyone sees: fair points and all problems there is value in addressing. But they are also statements that are easy to dismiss. After all, many organizations already feel they provide their employees with sufficient levels of the feedback, coaching, and recognition they crave. We found prospects were much more responsive to our pitch when we preceded those statements with messages like: “Seventy percent of people leave their company because of a poor relationship with their manager.” “Most millennial employees use the word ‘hate’ to describe how they feel about performance reviews.” “Four out of ten employees are actively disengaged at work and cost companies millions in lost productivity.” Why did this approach work so well? The messages were striking. They were laden with specific and compelling statistics. And they invoked real business pains. They made the customer realize that they were already experiencing a loss. In other words, they were bleeding and in need of a Band-Aid.

Atoms, elements and molecules are three important knowledge in Physics, chemistry and Biology. mathematics comes where counting starts, when counting and measurement started, integers were required. Stephen hawking says integers were created by god and everything else is work of man. Man sees pattern in everything and they are searched and applied to other sciences for engineering, management and application problems. Physics, it is required understand the physical nature or meaning of why it happens, chemistry is for chemical nature, Biology is for that why it happened. Biology touch medicine, plants and animals. In medicine how these atoms, elements and molecules interplay with each other by bondage is being explained. Human emotions and responses are because of biochemistry, hormones i e anatomy and physiology. This physiology deals with each and every organs and their functions. When this atom in elements are disturbed whatever they made i e macromolecules DNA, RNA and Protein and other micro and macro nutrients and which affects the physiology of different organs on different scales and then diseases are born because of this imbalance/ disturb in homeostasis. There many technical words are there which are hard to explain in single para. But let me get into short, these atoms in elements and molecules made interplay because of ecological stimulus i e so called god. and when opposite sex meets it triggers various responses on body of each. It is also harmone and they are acting because of atoms inside elements and continuous generation or degenerations of cell cycle. There is a god cell called totipotent stem cell, less gods are pluripotent, multi potent and noni potent stem cells. So finally each and every organ system including brain cells are affected because of interplay of atoms inside elements and their bondages in making complex molecules, which are ruled by ecological stimulus i e god. So everything is basically biology and medicine even for animals, plants and microbes and other life forms. process differs in each living organisms. The biggest mystery is Brain and DNA. Brain has lots of unexplained phenomenon and even dreams are not completely understood by science that is where spiritualism/ soul touches. DNA is long molecule which has many applications as genetic engineering. genomics, personal medicine, DNA as tool for data storage, DNA in panspermia theory and many more. So everything happens to women and men and other sexes are because of Biology, Medicine and ecology. In ecology every organisms are inter connected and inter dependent. Now physics - it touch all technical aspects but it needs mathematics and statistics to lay foundation for why and how it happened and later chemistry, biology also included inside physics. Mathematics gave raise to computers and which is for fast calculation on any applications in any sciences. As physiological imbalances lead to diseases and disorders, genetic mutations, again old concept evolution was retaken to understand how new biology evolves. For evolution and disease mechanisms, epidemiology and statistics was required and statistics was as a data tool considered in all sciences now a days. Ultimate science is to break the atoms to see what is inside- CERN, but it creates lots of mysterious unanswerable questions. laws in physics were discovered and invented with mathematics to understand the universe from atoms. Theory of everything is a long search and have no answers. While searching inside atoms, so many hypothesis like worm holes and time travel born but not yet invented as far as my knowledge. atom is universe, and humans are universe they have everything that universe has. ecology is god that affects humans and climate. In business these computerized AI applications are trying to figure out human emotions by their mechanism of writing, reading, texting, posting on social media and bla bla. Arts is trying to figure out human emotions in art way.

lesson is clear: once we enter a specific range of strenuous exercise, the body kicks in to lose fat no matter what our genes want. Bouchard’s groundbreaking work tracing genetic aspects of fat in the 1980s and 1990s depended on observations of physical traits within families; statistical modeling to account for variables such as gender, age, energy intake and expenditure; and human experimentation confined to pairs of identical twins. But new technological advances are now allowing for more specific investigation of

A good thing to do is to think about what people have done. Not only people that you've read about in books or seen on the news or heard mentioned in deliberate conversation, and not only deeds that are noteworthy. It's good to think about all the possibilities of what people have probably done. The scope of what's possible, statistical probabilities of unique behavior and unusual action in the 200,000 years that people have existed because there are more than 7 billion of us alive right now and that's not including the number of people who have ever lived. Within those numbers exist captivating, eccentric, strange, fanciful variation, when you consider what people have probably done. Like, every time you've had an impulse that you've held back, imagine that there has been a person who has had that same impulse and gone through with it, because there probably has been. Imagine any type of person and any type of story having happened because when you do that, it feels like you're creating, but you're probably not. Imagine, considering the magnitude of these numbers and the variables within each human being, that all possibilities have occurred. If physical anomalies like twins born with bodies totally fused together resembling two-headed, eight limbed, human spiders, or a man born with a shrunken female head affixed to the back of his own head, which was animated without being consciously controlled by him, then imagine that anything you can imagine has occurred. However typical or atypical, these things you're imagining have happened. These people you're thinking of have been.

However, we know, from personal experience and from research data and even crime statistics, that spouses do hurt each other more than others, and they do so across physical, emotional, psychological, and spiritual dimensions. Some of these injuries are unintentional and may result from insensitivity or a lack of empathy, while others are intentionally designed to hurt the partner.

To understand why the Second Law works in our real world, it is not sufficient to simply apply statistical reasoning to the underlying laws of physics; we must also assume that the observable universe began in a state of very low entropy

In this state of impotent expertness, however, or in some equally unsound state, economics must struggle on—a science that is no science, a floundering lore wallowing in a mud of statistics—until either the study of the material organisation of production on the one hand as a development of physics and geography, or the study of social aggregation on the other, renders enduring foundations possible.

The health benefits from regular activity are widely acknowledged and can be achieved by any adult willing to complete the weekly target of just 150 minutes of moderate intensity physical activity. This is the equivalent of just under 22 minutes per day so we would hardly be surprised if most able-bodied adults achieved these targets. Yet, survey data in the United States suggests that only 49 per cent of adults achieve these minimum recommendations, although some states fare better. For example, 60 per cent of Alaskans meet the minimum recommendations compared to only 39 per cent of Louisianans. Adults in the United Kingdom appear to struggle even more, with only 35 per cent of men and women achieving the same 150 minute weekly target. To make matters worse, these percentages are all based on official government statistics which were obtained by asking random samples of people to estimate how much activity they usually do. Using these types of self-report questionnaires introduces considerable bias, especially when the respondents are aware that they don’t do as much exercise as they believe they should. A better way to check how much exercise adults really do is to use electronic sensors worn on the body to record the number of minutes spent performing physical activity of moderate intensity or above. Using this more accurate measurement technique, only 6 per cent of men and 4 per cent of women in the United Kingdom actually achieved the minimum weekly amounts of recommended physical activity. Similar results have been revealed in other Western countries, including the United States. If most adults believe that regular exercise is important, then the low participation statistics suggest that it must be difficult to achieve in practice.

In the US, not only did the rise of postwar Neoclassicism represent the consolidation of a particular ‘triumvirate’ in economics—mathematics, formalism, and physics envy (Bateman 1998), but it also replaced an important interwar pluralism[26] that allowed for more than one single approach in economics to co-exist with certain prestige and influence.[27] Amongst the reasons for such a shift, historians of economic thought expose a complex story that involves changes in the epistemology, methodology, and sociology of the economics discipline (Morgan & Rutherford 1998). For the US, it involved inter alia a change in how mathematics began to dominate economics scholarship, and particularly how mathematical formalism began to be closely associated with the concept of scientific neutrality, objectivity, and universal applicability (Furner 1975). This led to an expansion of method-oriented analyses, reinforced by the adoption of econometrics and statistical analysis in economics.

for the women [sex-workers], all poor and competing in an oversupplied market for sexual services, the ‘choice’ of unprotected sex is simply a financial trade-off between less money today (and the threat of physical violence from a dissatisfied client) and the far-off danger of developing AIDS. this has echoes, too, of the risk of a ‘bad reputation’ weighed by women [in the area] who too rarely insist on condom use to protect themselves.

Doxing has come to be classified as a form of violence, in and of itself. What's mildly amusing is that, prior to the internet, most Americans doxed themselves. Home addresses and telephone numbers were listed in the phone book, annually distributed to every local home for free. Phone customers were charged a monthly fee if they didn't want their home number included in the directory. And possession of the physical directory wasn't even necessary. It was possible to dial the telephone operator and request an immediate con- nection to almost anyone's home phone, without consent. All that was needed was the spelling of the person's last name and an educated guess as to the area code in which they lived. How did something once considered a normal extension of establishing residence become a disturbing act of aggression, during a decade when crime statistically decreased? The explanation is twofold. The first is that the early internet was built around anonymity. It was populated by people known only by their fabricated screen names, interacting with anonymous strangers they knew nothing about. This established a new expectation of confidentiality, where it was assumed everyone had the inherent right to say or do whatever they wanted online, without those words or actions impinging on life in the real world.

The behavior of temperature and heat and so forth can certainly be understood in terms of atoms: That’s the subject known as “statistical mechanics.” But it can equally well be understood without knowing anything whatsoever about atoms: That’s the phenomenological approach we’ve been discussing, known as “thermodynamics.” It is a common occurrence in physics that in complex, macroscopic systems, regular patterns emerge dynamically from underlying microscopic rules. Despite the way it is sometimes portrayed, there is no competition between fundamental physics and the study of emergent phenomena; both are fascinating and crucially important to our understanding of nature.

These examples illustrate that the laws of macroscopic bodies are quite different from those of mechanics or electromagnetic theory.

This division of macroscopic physics into thermodynamics and statistical mechanics is largely of historical origin. We shall not follow this development. Instead we shall emphasize the unity of the subject, showing how the two aspects illuminate each other, and we shall use whichever is more appropriate.

They are not derived from a microscopic picture but avoid all atomic concepts and operate exclusively with macroscopic variables, such as pressure, volume, temperature, describing the properties of systems in terms of these. Of course, the avoidance of atomic concepts severely limits the information that thermodynamics can provide about a system.

These represent averages over microscopic properties. Thus the macroscopic laws are of a statistical nature. But because of the enormous number of particles involved, the fluctuations which are an essential feature of a statistical theory turn out to be extremely small. In practice they can only be observed under very special conditions. In general they will be utterly negligible, and the statistical laws will in practice lead to statements of complete certainty.

On average the piston is at rest but it will perform small irregular vibrations about its equilibrium position as a consequence of the individual molecular collisions. These small irregular movements are known as Brownian motion

There are two approaches to the study of macroscopic physics. Historically the oldest approach, developed mainly in the first half of the 19th century by such men as Carnot, Clausius, William Thomson (the later Lord Kelvin), Robert Mayer and Joule, is that of classical thermodynamics.

There are two approaches to the study of macroscopic physics. Historically the oldest approach, developed mainly in the first half of the 19th century by such men as Carnot, Clausius, William Thomson (the later Lord Kelvin), Robert Mayer and Joule, is that of classical thermodynamics. This is based on a small number of basic principles—the laws of thermodynamics—which are deductions from and generalizations of a large body of experiments on macroscopic systems. They are phenomenological laws, justified by their success in describing macroscopic phenomena.

The second approach to macroscopic physics is that of statistical mechanics. This starts from the atomic constitution of matter and endeavours to derive the laws of macroscopic bodies from the atomic properties.