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Good Thinking: The Foundations of Probability and its Applications by Irving J. Good

This collection of scientific papers is a challenging but useful discussion on statistical methods, probability, randomness, logic and decision-making. Much of the book centers around Bayesian statistical methods and when and why to use them, as well as "philosophy of science"-type discussions on when a scientist should--or sometimes must--apply subjective judgments to scientific problems. It will help enormously if you've had a semester or two of statistics to really get at the meat of this book. If not, scroll down a few paragraphs for a short list of layperson-friendly books that address many of these subjects more accessibly. [A quick  affiliate link to Amazon  for those readers who would like to support my work here: if you purchase your Amazon products via any affiliate link from this site, or from my sister site  Casual Kitchen , I will receive a small affiliate commission at no extra cost to you. Thank you!] Author Irving Good worked with Alan Turing at ...