Statistics And Lies Quotes

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There are three types of lies -- lies, damn lies, and statistics.
Benjamin Disraeli
There was a girl, and her uncle sold her. Put like that it seems so simple. No man, proclaimed Donne, is an island, and he was wrong. If we were not islands, we would be lost, drowned in each other's tragedies. We are insulated (a word that means, literally, remember, made into an island) from the tragedy of others, by our island nature and by the repetitive shape and form of the stories. The shape does not change: there was a human being who was born, lived and then by some means or other, died. There. You may fill in the details from your own experience. As unoriginal as any other tale, as unique as any other life. Lives are snowflakes- forming patterns we have seen before, as like one another as peas in a pod (and have you ever looked at peas in a pod? I mean, really looked at them? There's not a chance you'll mistake one for another, after a minute's close inspection) but still unique. Without individuals we see only numbers, a thousand dead, a hundred thousand dead, "casualties may rise to a million." With individual stories, the statistics become people- but even that is a lie, for the people continue to suffer in numbers that themselves are numbing and meaningless. Look, see the child's swollen, swollen belly and the flies that crawl at the corners of his eyes, this skeletal limbs: will it make it easier for you to know his name, his age, his dreams, his fears? To see him from the inside? And if it does, are we not doing a disservice to his sister, who lies in the searing dust beside him, a distorted distended caricature of a human child? And there, if we feel for them, are they now more important to us than a thousand other children touched by the same famine, a thousand other young lives who will soon be food for the flies' own myriad squirming children? We draw our lines around these moments of pain, remain upon our islands, and they cannot hurt us. They are covered with a smooth, safe, nacreous layer to let them slip, pearllike, from our souls without real pain. Fiction allows us to slide into these other heads, these other places, and look out through other eyes. And then in the tale we stop before we die, or we die vicariously and unharmed, and in the world beyond the tale we turn the page or close the book, and we resume our lives. A life that is, like any other, unlike any other. And the simple truth is this: There was a girl, and her uncle sold her.
Neil Gaiman (American Gods (American Gods, #1))
How easy it is for so many of us today to be undoubtedly full of information yet fully deprived of accurate information.
Criss Jami (Healology)
a difference is a difference only if it makes a difference.
Darrell Huff (How to Lie with Statistics)
It’s easy to lie with statistics, but it’s hard to tell the truth without them.
Charles Wheelan (Naked Statistics: Stripping the Dread from the Data)
With enough mental gymnastics, just about any fact can become misshapen in favor to one's confirmation bias.
Criss Jami (Healology)
A well-wrapped statistic is better than Hitler’s “big lie” it misleads, yet it cannot be pinned on you.
Darrell Huff (How to Lie with Statistics)
I reflected how many satisfied, happy people there really are! What a suffocating force it is! You look at life: the insolence and idleness of the strong, the ignorance and brutishness of the weak, incredible poverty all about us, overcrowding, degeneration, drunkenness, hypocrisy, lying... Yet all is calm and stillness in the houses and in the streets; of the fifty thousand living in a town, there s not one who would cry out, who would give vent to his indignation aloud. We see the people going to market for provisions, eating by day, sleeping by night, talking their silly nonsense, getting married, growing old, serenely escorting their dead to the cemetery; but we do not see and we do not hear those who suffer, and what is terrible in life goes on somewhere behind the scenes...Everything is so quiet and peaceful, and nothing protests but mute statistics: so many people gone out of their minds, so many gallons of vodka drunk, so many children dead from malnutrition... And this order of things s evidently necessary; evidently the happy man only feels at ease because the unhappy bear their burdens in silence, and without that silence happiness would be impossible.
Anton Chekhov (Ward No. 6 and Other Stories)
proper treatment will cure a cold in seven days, but left to itself a cold will hang on for a week.
Darrell Huff (How to Lie with Statistics)
The secret language of statistics, so appealing in a fact-minded culture, is employed to sensationalize, inflate, confuse, and oversimplify.
Darrell Huff (How to Lie with Statistics)
It ain’t so much the things we don’t know that get us in trouble. It’s the things we know that ain’t so. —Artemus Ward
Darrell Huff (How to Lie with Statistics)
Supervisors routinely fabricated statistics on agricultural production and industrial output because they were so fearful of telling their own bosses the truth. Lies were built upon lies, all the way to the top, so it is in fact conceivable that Kim Il-sung himself didn't know when the economy crashed
Barbara Demick (Nothing to Envy: Ordinary Lives in North Korea)
Be careful of averages and how they’re applied. One way that they can fool you is if the average combines samples from disparate populations. This can lead to absurd observations such as: "On average, humans have one testicle.
Daniel J. Levitin (A Field Guide to Lies: Critical Thinking in the Information Age)
Without individuals we see only numbers: a thousand dead, a hundred thousand dead, “casualties may rise to a million.” With individual stories, the statistics become people - but even that is a lie, for the people continue to suffer in numbers that themselves are numbing and meaningless.
Neil Gaiman
Hardly anybody is exactly normal in any way, just as one hundred tossed pennies will rarely come up exactly fifty heads and fifty tails.
Darrell Huff (How to Lie with Statistics)
It is easy to lie with statistics; it is easier to lie without them.
Frederick Mosteller
Flo especially took me in hand. When I felt I had to prove the existence of discrimination with statistics, for instance, she pulled me aside. 'If you're lying in the ditch with a truck on your ankle,' she said patiently, 'you don't send someone to the library to find out how much the truck weighs. You get it off!
Gloria Steinem (My Life on the Road)
IF YOU can’t prove what you want to prove, demonstrate something else and pretend that they are the same thing. In the daze that follows the collision of statistics with the human mind, hardly anybody will notice the difference. The semiattached figure is a device guaranteed to stand you in good stead. It always has.
Darrell Huff (How to Lie with Statistics)
I opened the fire door to four lips none of which were mine kissing tightened my belt around my hips where your hands were missing and stepped out into the cold collar high under the slate grey sky the air was smoking and the streets were dry and I wasn't joking when I said Good Bye magazine quality men talking on the corner French, no less much less of them then us so why do I feel like something's been rearranged? you know, taken out of context I must seem so strange killed a cockroach so big it left a puddle of pus on the wall when you and I are lying in bed you don't seem so tall I'm singing now because my tear ducts are too tired and my brain is disconnected but my heart is wired I make such a good statistic someone should study me now somebody's got to be interested in how I feel just 'cause I'm here and I'm real oh, how I miss substituting the conclusion to confrontation with a kiss and oh, how I miss walking up to the edge and jumping in like I could feel the future on your skin I opened the fire door to four lips none of which were mine kissing I opened the fire door
Ani DiFranco
Statistics say that a range of mental disorders affects more than one in four Americans in any given year. That means millions of Americans are totally batshit. but having perused the various tests available that they use to determine whether you're manic depressive. OCD, schizo-affective, schizophrenic, or whatever, I'm surprised the number is that low. So I have gone through a bunch of the available tests, and I've taken questions from each of them, and assembled my own psychological evaluation screening which I thought I'd share with you. So, here are some of the things that they ask to determine if you're mentally disordered 1. In the last week, have you been feeling irritable? 2. In the last week, have you gained a little weight? 3. In the last week, have you felt like not talking to people? 4. Do you no longer get as much pleasure doing certain things as you used to? 5. In the last week, have you felt fatigued? 6. Do you think about sex a lot? If you don't say yes to any of these questions either you're lying, or you don't speak English, or you're illiterate, in which case, I have the distinct impression that I may have lost you a few chapters ago.
Carrie Fisher (Wishful Drinking)
Fairy tales lie just as much as statistics do, but sometimes you can find a grain of truth in them.
Sergei Lukyanenko (Night Watch (Night Watch, #1))
So, I convinced myself that, because the statistical likelihood of something happening in real life exactly the way I imagined it was so low, if I imagined the worst possible things in vivid detail, I could mathematically reduce the odds of them happening. I convinced myself that my brain had power over the probability projections of the universe. I’d lie awake at night thinking about all the worst stuff that could happen like it was my job, and I don’t know if I ever really broke the habit.
Casey McQuiston (One Last Stop)
How many happy, satisfied people there are, after all, I said to myself. What an overwhelming force! Just consider this life--the insolence and idleness of the strong, the ignorance and bestiality of the weak, all around intolerable poverty, cramped dwellings, degeneracy, drunkenness, hypocrisy, lying...and yet peace and order apparently prevail in all those homes and in the streets. Of the fifty thousand inhabitants of a town, not one will be found to cry out, to proclaim his indignation aloud. We see those who go to the market to buy food, who eat in the daytime and sleep at night, who prattle away, marry, grow old, carry their dead to the cemeteries. But we neither hear nor see those who suffer, and the terrible things in life are played out behind the scenes. All is calm and quiet, and statistics, which are dumb, protest: so many have gone mad, so many barrels of drink have been consumed, so many children died of malnutrition...and apparently this is as it should be. Apparently those who are happy can only enjoy themselves because the unhappy bear their burdens in silence, and but for this silence happiness would be impossible. It is a kind of universal hypnosis. There ought to be a man with a hammer behind the door of every happy man, to remind him by his constant knocks that there are unhappy people, and that happy as he himself may be, life will sooner or later show him its claws, catastrophe will overtake him--sickness, poverty, loss--and nobody will see it, just as he now neither sees nor hears the misfortunes of others. But there is no man with a hammer, the happy man goes on living and the petty vicissitudes of life touch him lightly, like the wind in an aspen-tree, and all is well.
Anton Chekhov
He could not believe that any of them might actually hit somebody. If one did, what a nowhere way to go: killed by accident; slain not as an individual but by sheer statistical probability, by the calculated chance of searching fire, even as he himself might be at any moment. Mathematics! Mathematics! Algebra! Geometry! When 1st and 3d Squads came diving and tumbling back over the tiny crest, Bell was content to throw himself prone, press his cheek to the earth, shut his eyes, and lie there. God, oh, God! Why am I here? Why am I here? After a moment's thought, he decided he better change it to: why are we here. That way, no agency of retribution could exact payment from him for being selfish.
James Jones (The Thin Red Line)
There are three kinds of lies: lies, damned lies, and statistics.
Mark Twain
I fire again and again, and none of the bullets come close. "Statistically speaking," the Erudite boy next to me-his name is Will-says, grinning at me, "you should have hit the target at least once by now, even by accident." He is blond, with shaggy hair and a crease between his eyebrows. "Is that so," I say without inflection. "Yeah," he says. "I think you're actually defying nature." I grit my teeth and turn toward the target, resolving to at least stand still. If I can't muster the first task they give us,how will I ever make it through stage one? I squeeze the trigger,hard, and this time I'm ready for the recoil.It makes my hand jump back,but my feet stay planted.A bullet hole appears at the edge of the target,and I raise an eyebrow at Will. "So you see,I'm right.The stats don't lie," he says. I smile a little.
Veronica Roth (Divergent (Divergent, #1))
Just look at this life: the insolence and idleness of the strong, the ignorance and brutishness of the weak, impossible poverty all around us, overcrowding, degeneracy, drunkenness, hypocrisy, lies...Yet in all the houses and streets it's quiet, peaceful; of the fifty thousand people who live in town there is not one who would cry out or become loudly indignant. We see those who go to the market to buy food, eat during the day, sleep during the night, who talk their nonsense, get married, grow old, complacently drag their dead to the cemetery; but we don't see or hear those who suffer, and the horrors of life go on somewhere behind the scenes. Everything is quiet, peaceful, and only mute statistics protest: so many gone mad, so many buckets drunk, so many children dead of malnutrition... And this order is obviously necessary; obviously the happy man feels good only because the unhappy bear their burden silently, and without that silence happiness would be impossible. It's a general hypnosis. At the door of every happy, contented man somebody should stand with a little hammer, constantly tapping, to remind him that unhappy people exist, that however happy he may be, sooner or later life will show him its claws, some calamity will befall him--illness, poverty, loss--and nobody will hear or see, just as he doesn't hear or see others now. But there is nobody with a little hammer, the happy man lives on, and the petty cares of life stir him only slightly, as wind stirs an aspen--and everything is fine.
Anton Chekhov (Five Great Short Stories (Dover Thrift Editions: Short Stories))
The worst of all of this is the lie that condoms really protect against AIDS. The condom failure rate can be as high as 20 percent. Would you get on a plane — or put your children on a plane — if one of five passengers would be killed on the flight? Well, the statistic holds for condoms, folks.
Rush Limbaugh (The Way Things Ought to Be)
Statistics lie. They are designed to sway opinions. Take the time to keep yourself informed on things that matter.
Steve Maraboli (Unapologetically You: Reflections on Life and the Human Experience)
Numbers never lie, after all: they simply tell different stories depending on the math of the tellers.
Luis Alberto Urrea (The Devil's Highway: A True Story)
The post-totalitarian system touches people at every step, but it does so with its ideological gloves on. This is why life in the system is so thoroughly permeated with hypocrisy and lies: government by bureaucracy is called popular government; the working class is enslaved in the name of the working class; the complete degradation of the individual is presented as his or her ultimate liberation; depriving people of information is called making it available; the use of power to manipulate is called the public control of power, and the arbitrary abuse of power is called observing the legal code; the repression of culture is called its development; the expansion of imperial influence is presented as support for the oppressed; the lack of free expression becomes the highest form of freedom; farcical elections become the highest form of democracy; banning independent thought becomes the most scientific of world views; military occupation becomes fraternal assistance. Because the regime is captive to its own lies, it must falsify everything. It falsifies the past. It falsifies the present, and it falsifies the future. It falsifies statistics. It pretends not to possess an omnipotent and unprincipled police apparatus. It pretends to respect human rights. It pretends to persecute no one. It pretends to fear nothing. It pretends to pretend nothing.
Václav Havel (The Power of the Powerless: Citizens Against the State in Central-Eastern Europe (Routledge Revivals))
The thing is, it’s not like half this country suddenly became Islamophobes because of any single event. But the lies, the rhetoric calling refugees rapists and criminals, the fake news, the false statistics, all gave those well-meaning people who say they’re not bigots cover to vote for a man who openly tweeted his hatred of us on a nearly daily basis.
Samira Ahmed (Internment)
We need individual stories. Without individuals we see only numbers: a thousand dead, a hundred thousand dead, ‘casualties may rise to a million’. With individual stories, the statistics become people – but even then that is a lie, for the people continue to suffer in numbers that themselves are numbing and meaningless. Look, see the child’s swollen, swollen belly, and the flies that crawl at the corners of his eyes, his skeletal limbs: will it make it easier for you to know his name, his age, his dreams, his fears? To see him from the inside? And if it does, are we not doing a disservice to his sister, who lies in the searing dust beside him, a distorted, distended caricature of a human child. And there, if we feel for them, are they now more important to us than a thousand other children touched by the same famine, a thousand other young lives who will soon be food for the flies’ own myriad of squirming children?
Neil Gaiman (American Gods (American Gods, #1))
We need individual stories. Without individuals we see only numbers: a thousand dead, a hundred thousand dead, “casualties may rise to a million.” With individual stories, the statistics become people—but even that is a lie, for the people continue to suffer in numbers that themselves are numbing and meaningless.
Neil Gaiman (American Gods)
Just to clear the air, let's note first of all that whatever an intelligence test measures it is not quite the same thing as we usually mean by intelligence. It neglects such important things as leadership and creative imagination. It takes no account of social judgement or musical or artistic or other aptitudes, to say nothing of such personality matters as diligence and emotional balance.
Darrell Huff (How to Lie with Statistics)
It is dangerous to mention any subject having high emotional content without hastily saying where you are for or agin it.
Darrell Huff (How to Lie with Statistics)
It is easy to lie with statistics. It is hard to tell the truth without it.
Andrejs Dunkels
Friends could last a lifetime. The statistics were better than for relationships.
Liane Moriarty (Big Little Lies)
Permitting statistical treatment and the hypnotic presence of numbers and decimal points to befog causal relationships is little better than superstition.
Darrell Huff (How to Lie with Statistics)
The basic sample is the kind called “random.” It is selected by pure chance from the “universe,” a word by which the statistician means the whole of which the sample is a part.
Darrell Huff (How to Lie with Statistics)
The statistics were not merely inadequate; they lied. And the lies they told led the people who ran major league baseball teams to misjudge their players, and mismanage their games.
Michael Lewis (Moneyball: The Art of Winning an Unfair Game)
As Henry G. Felsen, a humorist and no medical authority, pointed out quite a while ago, proper treatment will cure a cold in seven days, but left to itself a cold will hang on for a week.
Darrell Huff (How to Lie with Statistics)
The purely random sample is the only kind that can be examined with confidence by means of statistical theory, but there is one things wrong with it. It is so difficult and expensive to obtain for many uses that sheer cost eliminates it. A more economical substitute, which is almost universally used in such fields as opinion polling and market research, is called stratified random sampling.
Darrell Huff (How to Lie with Statistics)
The woods had swallowed Lizzie's secrets. She had lived, and she had died, and now, there was no trace of her. Elizabeth Lovett was just a name in a newspaper article, a statistic, someone people used to know.
Chelsea Sedoti (The Hundred Lies of Lizzie Lovett)
What comes full of virtue from the statistician’s desk may find itself twisted, exaggerated, oversimplified, and distorted-through-selection by salesman, public-relations expert, journalist, or advertising copywriter.
Darrell Huff (How to Lie with Statistics)
Hitler’s technique of throwing out a torrent of statistics – correct, fabricated, or embellished – to support an argument made countering it extremely difficult. Adam, struck – so he later claimed – by Hitler’s ‘lack of education (Unbildung)’, inability to confront reality, and readiness to resort to lies to get his way, retorted provocatively that if that was the case, there was little point in worrying any longer about the western
Ian Kershaw (Hitler: 1936-1945 Nemesis)
We are not statistics. We are the people from whom you took this land by force and blood and lies. We are the people to whom you promised to pay, in recompense for all this vast continent you stole, some small pitiful pittance to assure at least our bare survival. And we are the people from whom you now snatch away even that pittance, abandoning us and your own honor without a qualm, even launching military attacks on our women and children and Elders, and targeting — illegally even by your own self-serving laws — those of us, our remaining warriors, who would dare to stand up and try to defend them. You practice crimes against humanity at the same time that you piously speak to the rest of the world of human rights! America, when will you live up to your own principles?
Leonard Peltier (Prison Writings: My Life Is My Sun Dance)
Extrapolations are useful, particularly in that form of soothsaying called forecasting trends. But in looking at the figures or charts made from them, it is necessary to remember one thing constantly: The trend-to-now may be a fact, but the future trend represents no more than an educated guess. Implicit in it is "everything else being equal" and "present trends continuing." And somehow everything else refuses to remain equal, else life would be dull indeed.
Darrell Huff (How to Lie with Statistics)
Look at life: the insolence and idleness of the strong, the ignorance and brutishness of the weak, horrible poverty everywhere, overcrowding, degeneration, drunkenness, hypocrisy, lying -- yet in all the houses and on the streets there is peace and quiet; of the fifty thousand people who live in our town there is not one who would cry out, who would vent his indignation aloud. We see the people who go to market, eat by day, sleep by night, who babble nonsense, marry, grow old, good-naturedly drag their feet to the cemetery, but we do not see or hear those who suffer, and what is terrible in life goes on somewhere behind the scenes. Everything is peaceful and quiet and only mute statistics protest.
Anton Chekhov (Gooseberries and Other Stories (The Greatest Short Stories, Pocket Book))
I had been so terrorized by scientific statistics (if ten million people each leave over three grains of rice from their lunch, how many sacks of rice are wasted in one day; if ten million people each economize one paper handkerchief a day, how much pulp will be saved?) that whenever I left over a single grain of rice, whenever I blew my nose, I imagined that I was wasting mountains of rice, tons of paper, and I fell prey to a mood dark as if I had committed some terrible crime. But these were the lies of science, the lies of statistics and mathematics: you can't collect three grains of rice from everybody.
Osamu Dazai (No Longer Human)
Girls, here's the truth about the Ban Bossy campaign: It's being spearheaded by a privileged group of elite feminists who have a very vested interest in stoking victim politics and exacerbating the gender divide. They actually encourage dependency and groupthink while paying lip service to empowerment and self-determination. They traffic in bogus wage disparity statistics, whitewashing the fact that what's actually left of that dwindling pay gap is due to the deliberate, voluntary choices women in the workforce make.
Michelle Malkin
The purely random sample is the only kind that can be examined with entire confidence by means of statistical theory, but there is one thing wrong with it. It is so difficult and expensive to obtain for many uses that sheer cost eliminates it. A more economical substitute, which is almost universally used in such fields as opinion polling and market research, is called stratified random sampling.
Darrell Huff (How to Lie with Statistics)
believed in The Good Luck of Right Now. Believing—or maybe even pretending—made you feel better about what had happened, regardless of what was true and what wasn’t. And what is reality, if it isn’t how we feel about things? What else matters at the end of the day when we lie in bed alone with our thoughts? And isn’t it true, statistically speaking—regardless of whether we believe in luck or not—that good and bad must happen
Matthew Quick (The Good Luck of Right Now)
My trick was to use a different kind of average each time, the word "average" having a very loose meaning. It is a trick commonly used, sometimes in innocence but often in guilt, by fellows wishing to influence public opinion or sell advertising space. When you are told that something is the average you still don't know very much about it unless you can find out which of the common kinds of average it is- mean, median, or mode.
Darrell Huff (How to Lie with Statistics)
How results that are not indicative of anything can be produced by pure chance—given a small enough number of cases—is something you can test for yourself at small cost. Just start tossing a penny. How often will it come up heads? Half the time of course. Everyone knows that. Well, let’s check that and see…. I have just tried ten tosses and got heads eight times, which proves that pennies come up heads eighty percent of the time.
Darrell Huff (How to Lie with Statistics)
During the dot-com bubble, most people did not use a persuasive theory to gauge whether stock prices were too high, too low, or just right. Instead, as they watched stock prices go up, they invented explanations to rationalize what was happening. They talked about Moore’s Law, smart kids, and Alan Greenspan. Data without theory.
Gary Smith (Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics)
They say statistics by their nature don’t lie, but in my opinion they sometimes do and damnably at that.
Craig Johnson (Any Other Name (Walt Longmire #10))
graphs are not always what they seem. There may be more in them than meets the eye, and there may be a good deal less.
Darrell Huff (How to Lie with Statistics)
Statistics show that a narcissistic mother has a 98% chance of raising a narcissistic son. As a result, he will lie, cheat, steal, & in some cases, kill.
Mitta Xinindlu
Everyone is just a set of numbers that the government has access to. Humanity lies in the interpretation of those numbers.
Peter Tieryas (Cyber Shogun Revolution (Mecha Samurai Empire))
One of the biggest lies we´ve been sold is that following our passion is the key . Statistically, following your passion will lead to unemployment or underemployment
Kristy Shen (Quit Like a Millionaire: No Gimmicks, Luck, or Trust Fund Required)
Yes, it’s easy to lie with statistics—but it’s even easier to lie without them.*
Tim Harford (The Data Detective: Ten Easy Rules to Make Sense of Statistics)
Neither politicians nor statistics always lie; it is just that there is no such thing as a completely neutral way to present either policies or numbers. Every
Ian Morris (Why the West Rules—for Now: The Patterns of History, and What They Reveal About the Future)
Yet the statistics, in this case, did not lie.
Kate Moore (The Woman They Could Not Silence: One Woman, Her Incredible Fight for Freedom, and the Men Who Tried to Make Her Disappear)
Now $12 on the $100 for money to be paid back regularly over half a year works out to something like forty-eight per cent real interest.
Darrell Huff (How to Lie with Statistics)
Given time, a cold will cure itself.
Darrell Huff (How to Lie with Statistics)
There are three kinds of lies: lies, damned lies, and statistics,
Alberto Cairo (How Charts Lie: Getting Smarter about Visual Information)
There are lies, damned lies, and statistics.
Robert A. Heinlein (To Sail Beyond the Sunset)
Now the mental test of any variety is one of the prime voodoo fetishes of our time, so you may have to argue a little to find out the results of the tests;
Darrell Huff (How to Lie with Statistics)
This lack of fit between logic and statistically based decision is not something that can be accounted for by finding a faulty assumption in Cohen's paradoxes. It lies at the heart of what is meant by logic.
David Salsburg (The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century)
Now these figures have pretty conclusively demonstrated that people who have gone to college make more money than people who have not. The exceptions are numerous, of course, but the tendency is strong and clear.
Darrell Huff (How to Lie with Statistics)
Be wary, though, of the way news media use the word “significant,” because to statisticians it doesn’t mean “noteworthy.” In statistics, the word “significant” means that the results passed mathematical tests such as t-tests, chi-square tests, regression, and principal components analysis (there are hundreds). Statistical significance tests quantify how easily pure chance can explain the results. With a very large number of observations, even small differences that are trivial in magnitude can be beyond what our models of change and randomness can explain. These tests don’t know what’s noteworthy and what’s not—that’s a human judgment.
Daniel J. Levitin (A Field Guide to Lies: Critical Thinking in the Information Age)
Monte Carlo is able to discover practical solutions to otherwise intractable problems because the most efficient search of an unmapped territory takes the form of a random walk. Today’s search engines, long descended from their ENIAC-era ancestors, still bear the imprint of their Monte Carlo origins: random search paths being accounted for, statistically, to accumulate increasingly accurate results. The genius of Monte Carlo—and its search-engine descendants—lies in the ability to extract meaningful solutions, in the face of overwhelming information, by recognizing that meaning resides less in the data at the end points and more in the intervening paths.
George Dyson (Turing's Cathedral: The Origins of the Digital Universe)
But actually, he thought as he re-adjusted the Ministry of Plenty’s figures, it was not even forgery. It was merely the substitution of one piece of nonsense for another. Most of the material that you were dealing with had no connection with anything in the real world, not even the kind of connection that is contained in a direct lie. Statistics were just as much a fantasy in their original version as in their rectified version. A great deal of the time you were expected to make them up out of your head.
George Orwell (1984)
Thinking Statistically by Uri Bram   How to Lie with Statistics by Darrell Huff   Turning Numbers into Knowledge by Jonathan G. Koomey, PhD For an examination of more advanced methods of analysis, Principles of Statistics by M. G. Bulmer is a useful reference.
Josh Kaufman (The Personal MBA: Master the Art of Business)
And I thought how many satisfied, happy people really do exist in this world! And what a powerful force they are! Just take a look at this life of ours and you will see the arrogance and idleness of the strong, the ignorance and bestiality of the weak. Everywhere there's unspeakable poverty, overcrowding, degeneracy, drunkenness, hypocrisy and stupid lies... And yet peace and quiet reign in every house and street. Out of fifty thousand people you won't find one who is prepared to shout out loud and make a strong protest. We see people buying food in the market, eating during the day, sleeping at night-time, talking nonsense, marrying, growing old and then contentedly carting their dead off to the cemetery. But we don't hear or see those who suffer: the real tragedies of life are enacted somewhere behind the scenes. Everything is calm and peaceful and the only protest comes from statistics - and they can't talk. Figures show that so many went mad, so many bottles of vodka were emptied, so many children died from malnutrition. And clearly this kind of system is what people need. It,s obvious that the happy man feels contented only because the unhappy ones bear their burden without saying a word: if it weren't for their silence, happiness would be quite impossible. It's a kind of mass hypnosis. Someone ought to stand with a hammer at the door of every contented man, continually banging on it to remind him that there are unhappy people around and that however happy he may be at that time, sooner or later life will show him its claws and disaster will overtake him in the form of illness, poverty, bereavement and there will be no one to hear or see him. But there isn't anyone holding a hammer, so our happy man goes his own sweet way and is only gently ruffled by life's trivial cares, as an aspen is ruffled by the breeze. All's well as far as he's concerned
Anton Chekhov (Gooseberries and other stories)
Whether they were naughty or not did not come within what Dr. Kinsey considered to be his province. So he ran up against something that has plagued many another observer: It is dangerous to mention any subject having high emotional content without hastily saying where you are for or agin
Darrell Huff (How to Lie with Statistics)
To be worth much, a report based on sampling must use a representative sample, which is one from which every source of bias has been removed. That is where our Yale figure shows its worthlessness. It is also where a great many of the things you can read in newspapers and magazines reveal their inherent lack of meaning.
Darrell Huff (How to Lie with Statistics)
Many a great, if fleeting, medical discovery has been launched similarly. “Make haste,” as one physician put it, “to use a new remedy before it is too late.” The guilt does not always lie with the medical profession alone. Public pressure and hasty journalism often launch a treatment that is unproved, particularly when the demand is great and the statistical background hazy. So
Darrell Huff (How to Lie with Statistics)
What she did know was that he had little time for feelings, a condescending patience for intuition, and scoffed openly at talk unsupported by peer-reviewed scientific studies or statistics. Still, he was a good man, a caring man, whom she appreciated very much, despite everything. She was, after all, prone to indecision, doubling back on things she had once felt but had since come to feel differently about. She was prone to anxiety, to worry, to a sensation in her chest that her heart might explode. She ran hot, She buzzed. Either she needed to keep busy or else she needed to lie down and sleep. Her husband, on the other hand, needed nothing whatsoever. No wonder then that they deferred to his judgment, his good levelheaded judgment, his engineer’s evenness.
Rachel Yoder (Nightbitch)
When I see two little Jewish old ladies giggling over coffee at a Manhattan diner, it makes me smile, because I hear my own mother’s laughter beneath theirs. Conversely, when I hear black “leaders” talking about “Jewish slave owners” I feel angry and disgusted, knowing that they’re inflaming people with lies and twisted history, as if all seven of the Jewish slave owners in the antebellum South, or however few there were, are responsible for the problems of African-Americans now. Those leaders are no better than their Jewish counterparts who spin statistics in marvelous ways to make African-Americans look like savages, criminals, drags on society, and “animals” (a word quite popular when used to describe blacks these days). I don’t belong to any of those groups. I belong to the world of one God, one people.
James McBride (The Color of Water)
My trick was to use a different kind of average each time, the word “average” having a very loose meaning. It is a trick commonly used, sometimes in innocence but often in guilt, by fellows wishing to influence public opinion or sell advertising space. When you are told that something is an average you still don’t know very much about it unless you can find out which of the common kinds of average it is—mean, median, or mode.
Darrell Huff (How to Lie with Statistics)
If we are going to talk about how undocumented immigrants impact our society, we ought to first address how our national policies have disrupted their lives. Above all, solidarity with the immigrant poor should seek to know them not as statistics, but as human beings who endure extraordinary hardship and trauma in their struggle just to survive—especially since the structural causes of their impoverishment lie on our side of the border.
Ched Myers (Our God Is Undocumented: Biblical Faith and Immigrant Justice)
Did you know that the average life span of the hairy-nosed wombat is ten to twelve years?” Apparently, Sloane had decided that when I said I was fine, I was lying. The more coffee my roommate ingested, the lower her threshold for keeping random statistics to herself—especially if she thought someone needed a distraction. “The longest-living wombat in captivity lived thirty-four years,” Sloane continued, propping herself up on her elbows to look at me. Given that we shared a bedroom, I probably should have objected more strenuously to cup of coffee number two. Tonight, though, I found Sloane’s high-speed statistical babbling to be strangely soothing. Profiling Sterling hadn’t kept me from thinking about Locke. Maybe this would. “Tell me more about wombats,” I said. With the look of a small child awaking to a miracle on Christmas morning, Sloane beamed at me and complied.
Jennifer Lynn Barnes (Killer Instinct (The Naturals, #2))
The master propagandist, like the advertising expert, avoids obvious emotional appeals and strives for a tone that is consistent with the prosaic quality of modern life—a dry, bland matter-of-factness. Nor does the propagandist circulate "intentionally biased" information. He knows that partial truths serve as more effective instruments of deception than lies. Thus he tries to impress the public with statistics of economic growth that neglect to give the base year from which growth is calculated, with accurate but meaningless facts about the standard of living—with raw and uninterpreted data, in other words, from which the audience is invited to draw the inescapable conclusion that things are getting better and the present régime therefore deserves the people's confidence, or on the other hand that things are getting worse so rapidly that the present régime should be given emergency powers to deal with the developing crisis.
Christopher Lasch (The Culture of Narcissism: American Life in An Age of Diminishing Expectations)
The brain is a machine, and the mind is a ghost within it. The origins of self-awareness and how the mind is able to perceive, analyze, and imagine are supposedly explained by numerous schools of psychology, although in fact they study only behavior through the gathering and the analysis of statistics. The why of the mind’s existence and the how of its profound capacity to reason—especially its penchant for moral reasoning—will by their very nature remain as mysterious as whatever lies outside of time.
Dean Koontz (Odd Interlude: A Special Odd Thomas Adventure)
my anxiety got … bad. Like, really bad. So, I convinced myself that, because the statistical likelihood of something happening in real life exactly the way I imagined it was so low, if I imagined the worst possible things in vivid detail, I could mathematically reduce the odds of them happening. I convinced myself that my brain had power over the probability projections of the universe. I’d lie awake at night thinking about all the worst stuff that could happen like it was my job, and I don’t know if I ever really broke the habit.
Casey McQuiston (One Last Stop)
The fault is in the filtering-down process from the researcher through the sensational or ill-informed writer to the reader who fails to miss the figures that have disappeared in the process. A good deal of the misunderstanding can be avoided if to the "norm" or average is added an indication of the range. Parents seeing that their youngsters fall within the normal range will quit worrying about small and meaningless differences. Hardly anybody is exactly normal in any way, just as one hundred tossed pennies will rarely come up exactly fifty heads and fifty tails.
Darrell Huff (How to Lie with Statistics)
Downey’s documented evidence of the hatred and misunderstanding of atheists makes it easy to believe that it is, indeed, virtually impossible for an honest atheist to win a public election in America. There are 435 members of the House of Representatives and 100 members of the Senate. Assuming that the majority of these 535 individuals are an educated sample of the population, it is statistically all but inevitable that a substantial number of them must be atheists. They must have lied, or concealed their true feelings, in order to get elected. Who can blame them, given the electorate they had to convince?
Richard Dawkins (The God Delusion)
No man, proclaimed Donne, is an Island, and he was wrong. If we were not islands, we would be lost, drowned in each other’s tragedies. We are insulated (a word that means, literally, remember, made into an island) from the tragedy of others, by our island nature, and by the repetitive shape and form of the stories. The shape does not change: there was a human being who was born, lived, and then, by some means or another, died. There. You may fill in the details from your own experience. As unoriginal as any other tale, as unique as any other life. Lives are snowflakes—forming patterns we have seen before, as like one another as peas in a pod (and have you ever looked at peas in a pod? I mean, really looked at them? There’s not a chance you’d mistake one for another, after a minute’s close inspection), but still unique. Without individuals we see only numbers: a thousand dead, a hundred thousand dead, “casualties may rise to a million.” With individual stories, the statistics become people—but even that is a lie, for the people continue to suffer in numbers that themselves are numbing and meaningless. Look, see the child’s swollen, swollen belly, and the flies that crawl at the corners of his eyes, his skeletal limbs: will it make it easier for you to know his name, his age, his dreams, his fears? To see him from the inside? And if it does, are we not doing a disservice to his sister, who lies in the searing dust beside him, a distorted, distended caricature of a human child? And there, if we feel for them, are they now more important to us than a thousand other children touched by the same famine, a thousand other young lives who will soon be food for the flies’ own myriad squirming children? We draw our lines around these moments of pain, and remain upon our islands, and they cannot hurt us. They are covered with a smooth, safe, nacreous layer to let them slip, pearllike, from our souls without real pain.
Neil Gaiman (American Gods)
Nevertheless, the radio continued to blare forth statistics demonstrating how under the visionary leadership of the gifted agronomist Krushchev, Soviet agriculture was overcoming the errors of Stalin and producing ever-larger quantities of meat, milk, butter, bread and other foodstuffs. If we have so much bread, why am I standing in line at four A.M., hoping I can buy some before it runs out? And Milk! There has been no milk in all Rubtsovsk for five days and no meat for two weeks. Well, as they say, if you want milk, just take your pail to the radio. But why does the radio keep announcing something which anybody with eyes knows is not true?
John Daniel Barron (MIG Pilot: The Final Escape of Lt. Belenko)
(...) and as I sat in bed thinking of the many good things that had to happen all over the world in order to even out and nullify the horrible bad things that had happened to Mom and me, I started to see why Mom believed in the Good Luck of Right Now. Believing - or maybe even pretending - made you feel better about what had happened, regardless of what was true and what wasn't. And what is reality, if it isn't how we feel about things? what else matters at the end of the day when we lie in bed alone with our thoughts? and isn't it true, statistically speaking - regardless of whether we believe in luck or not - that good and bad must happen simultaneously all over the world?
Matthew Quick (The Good Luck of Right Now)
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.
Robert Kirkconnell (American Heart of Darkness: Volume I:The Transformation of the American Republic into a Pathocracy)
I am perpetually—sometimes darkly—amused by the workings of my mind, which can often seem less rational than I would like to believe they are. The human brain is by far the most complex object known to exist in the entire universe, containing more neurons than there are billions of stars in the Milky Way. The brain and the mind are very different things, and the latter is as mysterious as the former is complex. The brain is a machine, and the mind is a ghost within it. The origins of self-awareness and how the mind is able to perceive, analyze, and imagine are supposedly explained by numerous schools of psychology, although in fact they study only behavior through the gathering and the analysis of statistics. The why of the mind’s existence and the how of its profound capacity to reason—especially its penchant for moral reasoning—will by their very nature remain as mysterious as whatever lies outside of time.
Dean Koontz (Odd Interlude: A Special Odd Thomas Adventure)
The statistics were not merely inadequate; they lied. And the lies they told led the people who ran major league baseball teams to misjudge their players, and mismanage their games. James later reduced his complaint to a sentence: fielding statistics made sense only as numbers, not as language. Language, not numbers, is what interested him. Words, and the meaning they were designed to convey. “When the numbers acquire the significance of language,” he later wrote, “they acquire the power to do all of the things which language can do: to become fiction and drama and poetry….And it is not just baseball that these numbers, through a fractured mirror, describe. It is character. It is psychology, it is history, it is power, it is grace, glory, consistency, sacrifice, courage, it is success and failure, it is frustration and bad luck, it is ambition, it is overreaching, it is discipline. And it is victory and defeat, which is all that the idiot sub-conscious really understands.
Michael Lewis (Moneyball: The Art of Winning an Unfair Game)
How I Got That Name Marilyn Chin an essay on assimilation I am Marilyn Mei Ling Chin Oh, how I love the resoluteness of that first person singular followed by that stalwart indicative of “be," without the uncertain i-n-g of “becoming.” Of course, the name had been changed somewhere between Angel Island and the sea, when my father the paperson in the late 1950s obsessed with a bombshell blond transliterated “Mei Ling” to “Marilyn.” And nobody dared question his initial impulse—for we all know lust drove men to greatness, not goodness, not decency. And there I was, a wayward pink baby, named after some tragic white woman swollen with gin and Nembutal. My mother couldn’t pronounce the “r.” She dubbed me “Numba one female offshoot” for brevity: henceforth, she will live and die in sublime ignorance, flanked by loving children and the “kitchen deity.” While my father dithers, a tomcat in Hong Kong trash— a gambler, a petty thug, who bought a chain of chopsuey joints in Piss River, Oregon, with bootlegged Gucci cash. Nobody dared question his integrity given his nice, devout daughters and his bright, industrious sons as if filial piety were the standard by which all earthly men are measured. * Oh, how trustworthy our daughters, how thrifty our sons! How we’ve managed to fool the experts in education, statistic and demography— We’re not very creative but not adverse to rote-learning. Indeed, they can use us. But the “Model Minority” is a tease. We know you are watching now, so we refuse to give you any! Oh, bamboo shoots, bamboo shoots! The further west we go, we’ll hit east; the deeper down we dig, we’ll find China. History has turned its stomach on a black polluted beach— where life doesn’t hinge on that red, red wheelbarrow, but whether or not our new lover in the final episode of “Santa Barbara” will lean over a scented candle and call us a “bitch.” Oh God, where have we gone wrong? We have no inner resources! * Then, one redolent spring morning the Great Patriarch Chin peered down from his kiosk in heaven and saw that his descendants were ugly. One had a squarish head and a nose without a bridge Another’s profile—long and knobbed as a gourd. A third, the sad, brutish one may never, never marry. And I, his least favorite— “not quite boiled, not quite cooked," a plump pomfret simmering in my juices— too listless to fight for my people’s destiny. “To kill without resistance is not slaughter” says the proverb. So, I wait for imminent death. The fact that this death is also metaphorical is testament to my lethargy. * So here lies Marilyn Mei Ling Chin, married once, twice to so-and-so, a Lee and a Wong, granddaughter of Jack “the patriarch” and the brooding Suilin Fong, daughter of the virtuous Yuet Kuen Wong and G.G. Chin the infamous, sister of a dozen, cousin of a million, survived by everbody and forgotten by all. She was neither black nor white, neither cherished nor vanquished, just another squatter in her own bamboo grove minding her poetry— when one day heaven was unmerciful, and a chasm opened where she stood. Like the jowls of a mighty white whale, or the jaws of a metaphysical Godzilla, it swallowed her whole. She did not flinch nor writhe, nor fret about the afterlife, but stayed! Solid as wood, happily a little gnawed, tattered, mesmerized by all that was lavished upon her and all that was taken away!
Marilyn Chin
The post-totalitarian system touches people at every step, but it does so with its ideological gloves on. This is why life in the system is so thoroughly permeated with hypocrisy and lies: government by bureaucracy is called popular government; the working class is enslaved in the name of the working class; the complete degradation of the individual is presented as his or her ultimate liberation; depriving people of information is called making it available; the use of power to manipulate is called the public control of power, and the arbitrary abuse of power is called observing the legal code; the repression of culture is called its development; the expansion of imperial influence is presented as support for the oppressed; the lack of free expression becomes the highest form of freedom; farcical elections become the highest form of democracy; banning independent thought becomes the most scientific of world views; military occupation becomes fraternal assistance. Because the regime is captive to its own lies, it must falsify everything. It falsifies the past. It falsifies the present, and it falsifies the future. It falsifies statistics. It pretends not to possess an omnipotent and unprincipled police apparatus. It pretends to respect human rights. It pretends to persecute no one. It pretends to fear nothing. It pretends to pretend nothing. Individuals need not believe all these mystifications, but they must behave as though they did, or they must at least tolerate them in silence, or get along well with those who work with them. For this reason, however, they must live within a lie. They need not accept the lie. It is enough for them to have accepted their life with it and in it. For by this very fact, individuals confirm the system, fulfil the system, make the system, are the system.
Václav Havel (The Power of the Powerless (Vintage Classics))
Modern statistics is built on the idea of models — probability models in particular. [...] The standard approach to any new problem is to identify the sources of variation, to describe those sources by probability distributions and then to use the model thus created to estimate, predict or test hypotheses about the undetermined parts of that model. […] A statistical model involves the identification of those elements of our problem which are subject to uncontrolled variation and a specification of that variation in terms of probability distributions. Therein lies the strength of the statistical approach and the source of many misunderstandings. Paradoxically, misunderstandings arise both from the lack of an adequate model and from over reliance on a model. […] At one level is the failure to recognise that there are many aspects of a model which cannot be tested empirically. At a higher level is the failure is to recognise that any model is, necessarily, an assumption in itself. The model is not the real world itself but a representation of that world as perceived by ourselves. This point is emphasised when, as may easily happen, two or more models make exactly the same predictions about the data. Even worse, two models may make predictions which are so close that no data we are ever likely to have can ever distinguish between them. […] All model-dependant inference is necessarily conditional on the model. This stricture needs, especially, to be borne in mind when using Bayesian methods. Such methods are totally model-dependent and thus all are vulnerable to this criticism. The problem can apparently be circumvented, of course, by embedding the model in a larger model in which any uncertainties are, themselves, expressed in probability distributions. However, in doing this we are embarking on a potentially infinite regress which quickly gets lost in a fog of uncertainty.
David J. Bartholomew (Unobserved Variables: Models and Misunderstandings (SpringerBriefs in Statistics))
There is always, for some reason, an element of sadness mingled with my thoughts of human happiness, and, on this occasion, at the sight of a happy man I was overcome by an oppressive feeling that was close upon despair. It was particularly oppressive at night. A bed was made up for me in the room next to my brother’s bedroom, and I could hear that he was awake, and that he kept getting up and going to the plate of gooseberries and taking one. I reflected how many satisfied, happy people there really are! ‘What a suffocating force it is! You look at life: the insolence and idleness of the strong, the ignorance and brutishness of the weak, incredible poverty all about us, overcrowding, degeneration, drunkenness, hypocrisy, lying... Yet all is calm and stillness in the houses and in the streets; of the fifty thousand living in a town, there is not one who would cry out, who would give vent to his indignation aloud. We see the people going to market for provisions, eating by day, sleeping by night, talking their silly nonsense, getting married, growing old, serenely escorting their dead to the cemetery; but we do not see and we do not hear those who suffer, and what is terrible in life goes on somewhere behind the scenes... Everything is quiet and peaceful, and nothing protests but mute statistics: so many people gone out of their minds, so many gallons of vodka drunk, so many children dead from malnutrition... And this order of things is evidently necessary; evidently the happy man only feels at ease because the unhappy bear their burdens in silence, and without that silence happiness would be impossible. It’s a case of general hypnotism. There ought to be behind the door of every happy, contented man some one standing with a hammer continually reminding him with a tap that there are unhappy people; that however happy he may be, life will show him her laws sooner or later, trouble will come for him—disease, poverty, losses, and no one will see or hear, just as now he neither sees nor hears others. But there is no man with a hammer; the happy man lives at his ease, and trivial daily cares faintly agitate him like the wind in the aspen-tree—and all goes well.
Anton Chekhov (Stories)
There presently exist three recognized conceptualizations of the antisocial construct: antisocial personality disorder (ASPD) as outlined in the Diagnostic and Statistical Manual of Mental Disorders (DSM-5; American Psychiatric Association, 2013), dissocial personality disorder in the International Classification of Diseases (ICD-10; World Health Organization, 1992), and psychopathy as formalized by Hare with the Psychopathy Checklist—Revised (PCL-R; Hare, 2003). A conundrum for therapists is that these conceptualizations are overlapping but not identical, emphasizing different symptom clusters. The DSM-5 emphasizes the overt conduct of the patient through a criteria set that includes criminal behavior, lying, reckless and impulsive behavior, aggression, and irresponsibility in the areas of work and finances. In contrast, the criteria set for dissocial personality disorder is less focused on conduct and includes a mixture of cognitive signs (e.g., a tendency to blame others, an attitude of irresponsibility), affective signs (e.g., callousness, inability to feel guilt, low frustration tolerance), and interpersonal signs (e.g., tendency to form relationships but not maintain them). The signs and symptoms of psychopathy are more complex and are an almost equal blend of the conduct and interpersonal/affective aspects of functioning. The two higher-order factors of the PCL-R reflect this blend. Factor 1, Interpersonal/Affective, includes signs such as superficial charm, pathological lying, manipulation, grandiosity, lack of remorse and empathy, and shallow affect. Factor 2, Lifestyle/Antisocial, includes thrill seeking, impulsivity, irresponsibility, varied criminal activity, and disinhibited behavior (Hare & Neumann, 2008). Psychopathy can be regarded as the most severe of the three disorders. Patients with psychopathy would be expected to also meet criteria for ASPD or dissocial personality disorder, but not everyone diagnosed with ASPD or dissocial personality disorder will have psychopathy (Hare, 1996; Ogloff, 2006). As noted by Ogloff (2006), the distinctions among the three antisocial conceptualizations are such that findings based on one diagnostic group are not necessarily applicable to the others and produce different prevalence rates in justice-involved populations. Adding a further layer of complexity, therapists will encounter patients who possess a mixture of features from all three diagnostic systems rather than a prototypical presentation of any one disorder.
Aaron T. Beck (Cognitive Therapy of Personality Disorders)