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Statistics Books

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Naked Statistics: Stripping the Dread from the Data Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 308 times as statistics)
avg rating 3.95 — 15,451 ratings — published 2012
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How to Lie with Statistics How to Lie with Statistics (Paperback)
by (shelved 305 times as statistics)
avg rating 3.83 — 18,524 ratings — published 1954
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The Signal and the Noise: Why So Many Predictions Fail—But Some Don't The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 295 times as statistics)
avg rating 3.97 — 53,016 ratings — published 2012
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The Art of Statistics: How to Learn from Data The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 273 times as statistics)
avg rating 4.15 — 5,927 ratings — published 2019
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 178 times as statistics)
avg rating 4.59 — 2,361 ratings — published 2013
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The Black Swan: The Impact of the Highly Improbable The Black Swan: The Impact of the Highly Improbable (Hardcover)
by (shelved 154 times as statistics)
avg rating 3.96 — 124,471 ratings — published 2007
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 150 times as statistics)
avg rating 4.43 — 1,911 ratings — published 2001
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Freakonomics: A Rogue Economist Explores the Hidden Side of Everything Freakonomics: A Rogue Economist Explores the Hidden Side of Everything (Hardcover)
by (shelved 130 times as statistics)
avg rating 4.01 — 909,318 ratings — published 2005
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How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers (Paperback)
by (shelved 118 times as statistics)
avg rating 4.11 — 8,529 ratings — published 2020
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Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto) Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto)
by (shelved 118 times as statistics)
avg rating 4.08 — 73,406 ratings — published 2001
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The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century (Paperback)
by (shelved 102 times as statistics)
avg rating 3.92 — 2,069 ratings — published 2001
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The Book of Why: The New Science of Cause and Effect The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 101 times as statistics)
avg rating 3.93 — 6,786 ratings — published 2018
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The Drunkard's Walk: How Randomness Rules Our Lives The Drunkard's Walk: How Randomness Rules Our Lives (Hardcover)
by (shelved 98 times as statistics)
avg rating 3.95 — 24,883 ratings — published 2008
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Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think (Hardcover)
by (shelved 94 times as statistics)
avg rating 4.35 — 206,060 ratings — published 2018
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Statistics Done Wrong: The Woefully Complete Guide Statistics Done Wrong: The Woefully Complete Guide (Paperback)
by (shelved 85 times as statistics)
avg rating 4.19 — 1,102 ratings — published 2013
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The Visual Display of Quantitative Information The Visual Display of Quantitative Information (Hardcover)
by (shelved 82 times as statistics)
avg rating 4.39 — 8,776 ratings — published 1983
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All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics) All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 81 times as statistics)
avg rating 4.26 — 412 ratings — published 2003
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Bayesian Data Analysis Bayesian Data Analysis (Hardcover)
by (shelved 80 times as statistics)
avg rating 4.21 — 543 ratings — published 1995
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Superforecasting: The Art and Science of Prediction Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 79 times as statistics)
avg rating 4.08 — 22,930 ratings — published 2015
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The Cartoon Guide to Statistics The Cartoon Guide to Statistics (Paperback)
by (shelved 67 times as statistics)
avg rating 3.91 — 1,593 ratings — published
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Moneyball Moneyball (Paperback)
by (shelved 66 times as statistics)
avg rating 4.27 — 148,244 ratings — published 2003
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Statistics Statistics (Hardcover)
by (shelved 63 times as statistics)
avg rating 3.93 — 406 ratings — published 1978
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How Not to Be Wrong: The Power of Mathematical Thinking How Not to Be Wrong: The Power of Mathematical Thinking (Hardcover)
by (shelved 61 times as statistics)
avg rating 3.95 — 21,843 ratings — published 2014
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Statistical Inference Statistical Inference (Hardcover)
by (shelved 60 times as statistics)
avg rating 4.17 — 402 ratings — published 2001
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Think Stats Think Stats (Paperback)
by (shelved 60 times as statistics)
avg rating 3.65 — 467 ratings — published 2011
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Hardcover)
by (shelved 57 times as statistics)
avg rating 3.87 — 30,880 ratings — published 2016
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Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
by (shelved 57 times as statistics)
avg rating 4.36 — 376 ratings — published
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Invisible Women: Data Bias in a World Designed for Men Invisible Women: Data Bias in a World Designed for Men (Hardcover)
by (shelved 56 times as statistics)
avg rating 4.33 — 180,194 ratings — published 2019
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Probability Theory: The Logic of Science Probability Theory: The Logic of Science (Hardcover)
by (shelved 51 times as statistics)
avg rating 4.41 — 668 ratings — published
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Practical Statistics for Data Scientists: 50 Essential Concepts Practical Statistics for Data Scientists: 50 Essential Concepts (Paperback)
by (shelved 49 times as statistics)
avg rating 4.01 — 549 ratings — published
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The Seven Pillars of Statistical Wisdom The Seven Pillars of Statistical Wisdom (Paperback)
by (shelved 43 times as statistics)
avg rating 3.68 — 513 ratings — published 2016
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Thinking, Fast and Slow Thinking, Fast and Slow (Hardcover)
by (shelved 40 times as statistics)
avg rating 4.17 — 612,128 ratings — published 2011
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Outliers: The Story of Success Outliers: The Story of Success (Hardcover)
by (shelved 40 times as statistics)
avg rating 4.19 — 886,911 ratings — published 2008
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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Kindle Edition)
by (shelved 38 times as statistics)
avg rating 4.53 — 1,242 ratings — published 2016
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Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are (Hardcover)
by (shelved 38 times as statistics)
avg rating 3.90 — 43,155 ratings — published 2017
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Think Bayes: Bayesian Statistics in Python Think Bayes: Bayesian Statistics in Python (Kindle Edition)
by (shelved 37 times as statistics)
avg rating 3.95 — 289 ratings — published 2012
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Pattern Recognition and Machine Learning (Information Science and Statistics) Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 36 times as statistics)
avg rating 4.32 — 1,920 ratings — published
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Discovering Statistics Using SPSS (Introducing Statistical Methods) Discovering Statistics Using SPSS (Introducing Statistical Methods)
by (shelved 35 times as statistics)
avg rating 4.16 — 1,661 ratings — published 2000
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A Field Guide to Lies: Critical Thinking in the Information Age A Field Guide to Lies: Critical Thinking in the Information Age (Hardcover)
by (shelved 35 times as statistics)
avg rating 3.76 — 4,791 ratings — published 2016
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Statistics Without Tears: An Introduction for Non-Mathematicians Statistics Without Tears: An Introduction for Non-Mathematicians (Paperback)
by (shelved 35 times as statistics)
avg rating 3.99 — 759 ratings — published 1981
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Statistical Models: Theory and Practice Statistical Models: Theory and Practice (Paperback)
by (shelved 35 times as statistics)
avg rating 4.20 — 74 ratings — published 2005
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Dataclysm: Who We Are (When We Think No One's Looking) Dataclysm: Who We Are (When We Think No One's Looking)
by (shelved 34 times as statistics)
avg rating 3.73 — 12,527 ratings — published 2014
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Discovering Statistics Using R Discovering Statistics Using R (Paperback)
by (shelved 34 times as statistics)
avg rating 4.27 — 372 ratings — published 2012
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Thinking Statistically Thinking Statistically (Unknown Binding)
by (shelved 34 times as statistics)
avg rating 3.86 — 951 ratings — published 2011
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Calling Bullshit: The Art of Skepticism in a Data-Driven World Calling Bullshit: The Art of Skepticism in a Data-Driven World (Hardcover)
by (shelved 33 times as statistics)
avg rating 4.10 — 5,524 ratings — published 2020
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Principles of Statistics (Dover Books on Mathematics) Principles of Statistics (Dover Books on Mathematics)
by (shelved 33 times as statistics)
avg rating 3.99 — 1,401 ratings — published 2012
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SuperFreakonomics: Global Cooling, Patriotic Prostitutes And Why Suicide Bombers Should Buy Life Insurance SuperFreakonomics: Global Cooling, Patriotic Prostitutes And Why Suicide Bombers Should Buy Life Insurance (Hardcover)
by (shelved 33 times as statistics)
avg rating 4.00 — 135,070 ratings — published 2009
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Donald Rumsfeld
“Reports that say that something hasn't happened are always interesting to me, because as we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say we know there are some things we do not know. But there are also unknown unknowns- the ones we don't know we don't know.”
Donald Rumsfeld

Scott Dikkers
“Statistically speaking, there is a 65 percent chance that the love of your life is having an affair. Be very suspicious.”
Scott Dikkers, You Are Worthless: Depressing Nuggets of Wisdom Sure to Ruin Your Day

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