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Think Stats: Probability and Statistics for Programmers

Think stats : Probability andStatistics for ProgrammersVersion StatsProbability and Statistics for ProgrammersVersion B. DowneyGreen Tea PressNeedham, MassachusettsCopyright 2011 Allen B. Tea Press9 Washburn AveNeedham MA 02492 Permission is granted to copy, distribute, and/or modify this document underthe terms of the Creative Commons Attribution-NonCommercial Unported Li-cense, which is available original form of this book is LATEX source code. Compiling this code has theeffect of generating a device-independent representation of a textbook, which canbe converted to other formats and LATEX source for this book is available cover for this book is based on a photo by Paul Friel ( ), who made it available under the Creative Commons Attributionlicense.

Chapter 1 Statistical thinking for programmers This book is about turning data into knowledge. Data is cheap (at least relatively); knowledge is harder to come by. I will present three related pieces: Probability is the study of random events. Most people have an intuitive understanding of degrees of probability, which is why you can use

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