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adjust the historical prices by a multiplier instead of subtracting $d so that the historical daily returns will remain the same pre- and post-adjustment. This is the way Yahoo! Finance adjusts its historical data, and is the most common way.
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Ernest P. Chan (Quantitative Trading: How to Build Your Own Algorithmic Trading Business (Wiley Trading))