Statistics and Data Analysis for Investing and Trading (Book)

A textbook by John M. Charles, MS, Statistician, on the statistics behind investing and trading: returns, risk, valuation, backtests, and portfolio math. Available soon.

Book

Statistics and Data Analysis for Investing and Trading

A full textbook by John M. Charles, MS, Statistician, in the works: the statistics behind sound investing and trading decisions, taught the way a college course teaches it, with worked examples drawn from real market numbers.

Available Soon

What it will cover

  • Returns and risk: volatility, drawdowns, volatility drag, and risk-adjusted performance, computed step by step.
  • Valuation from the numbers up: cash flow models, multiples, and the growth rate already priced into a stock.
  • Backtests without self-deception: significance, base rates, sample sizes, and why most track records prove less than they claim.
  • Portfolio math: correlation, diversification, position sizing, and the Kelly criterion in practical form.

Designed like a real college textbook: chapters with worked examples, key numbers, and exercises at the end of each chapter. In writing now. Join the email list to hear when it ships.