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Statistics Books
Showing 1-50 of 4,902
Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 313 times as statistics)
avg rating 3.95 — 15,515 ratings — published 2012
How to Lie with Statistics (Paperback)
by (shelved 306 times as statistics)
avg rating 3.83 — 18,633 ratings — published 1954
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 299 times as statistics)
avg rating 3.97 — 53,135 ratings — published 2012
The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 276 times as statistics)
avg rating 4.15 — 5,983 ratings — published 2019
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 179 times as statistics)
avg rating 4.59 — 2,362 ratings — published 2013
The Black Swan: The Impact of the Highly Improbable (Hardcover)
by (shelved 156 times as statistics)
avg rating 3.96 — 125,118 ratings — published 2007
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 152 times as statistics)
avg rating 4.43 — 1,912 ratings — published 2001
Freakonomics: A Rogue Economist Explores the Hidden Side of Everything (Hardcover)
by (shelved 130 times as statistics)
avg rating 4.01 — 911,929 ratings — published 2005
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto)
by (shelved 120 times as statistics)
avg rating 4.08 — 73,759 ratings — published 2001
How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers (Paperback)
by (shelved 119 times as statistics)
avg rating 4.11 — 8,586 ratings — published 2020
The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 104 times as statistics)
avg rating 3.93 — 6,825 ratings — published 2018
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century (Paperback)
by (shelved 103 times as statistics)
avg rating 3.92 — 2,079 ratings — published 2001
The Drunkard's Walk: How Randomness Rules Our Lives (Hardcover)
by (shelved 101 times as statistics)
avg rating 3.95 — 24,987 ratings — published 2008
Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think (Hardcover)
by (shelved 98 times as statistics)
avg rating 4.35 — 207,064 ratings — published 2018
Statistics Done Wrong: The Woefully Complete Guide (Paperback)
by (shelved 88 times as statistics)
avg rating 4.19 — 1,105 ratings — published 2013
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 83 times as statistics)
avg rating 4.27 — 413 ratings — published 2003
The Visual Display of Quantitative Information (Hardcover)
by (shelved 82 times as statistics)
avg rating 4.39 — 8,793 ratings — published 1983
Bayesian Data Analysis (Hardcover)
by (shelved 81 times as statistics)
avg rating 4.21 — 544 ratings — published 1995
Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 79 times as statistics)
avg rating 4.08 — 23,100 ratings — published 2015
The Cartoon Guide to Statistics (Paperback)
by (shelved 67 times as statistics)
avg rating 3.91 — 1,595 ratings — published
Moneyball (Paperback)
by (shelved 66 times as statistics)
avg rating 4.27 — 149,015 ratings — published 2003
Statistics (Hardcover)
by (shelved 63 times as statistics)
avg rating 3.93 — 410 ratings — published 1978
How Not to Be Wrong: The Power of Mathematical Thinking (Hardcover)
by (shelved 62 times as statistics)
avg rating 3.95 — 21,939 ratings — published 2014
Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)
by (shelved 61 times as statistics)
avg rating 4.71 — 541 ratings — published 2015
Statistical Inference (Hardcover)
by (shelved 61 times as statistics)
avg rating 4.17 — 401 ratings — published 2001
Think Stats (Paperback)
by (shelved 61 times as statistics)
avg rating 3.65 — 470 ratings — published 2011
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Hardcover)
by (shelved 59 times as statistics)
avg rating 3.87 — 31,033 ratings — published 2016
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
by (shelved 57 times as statistics)
avg rating 4.36 — 378 ratings — published
Invisible Women: Data Bias in a World Designed for Men (Hardcover)
by (shelved 56 times as statistics)
avg rating 4.33 — 182,782 ratings — published 2019
The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy (Hardcover)
by (shelved 55 times as statistics)
avg rating 3.77 — 2,855 ratings — published 2011
Probability Theory: The Logic of Science (Hardcover)
by (shelved 52 times as statistics)
avg rating 4.40 — 671 ratings — published
Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, LEGO, and Rubber Ducks (Paperback)
by (shelved 49 times as statistics)
avg rating 4.18 — 536 ratings — published
Practical Statistics for Data Scientists: 50 Essential Concepts (Paperback)
by (shelved 49 times as statistics)
avg rating 4.02 — 553 ratings — published
The Seven Pillars of Statistical Wisdom (Paperback)
by (shelved 44 times as statistics)
avg rating 3.68 — 515 ratings — published 2016
Thinking, Fast and Slow (Hardcover)
by (shelved 41 times as statistics)
avg rating 4.16 — 617,861 ratings — published 2011
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are (Hardcover)
by (shelved 40 times as statistics)
avg rating 3.90 — 43,241 ratings — published 2017
Outliers: The Story of Success (Hardcover)
by (shelved 40 times as statistics)
avg rating 4.19 — 891,448 ratings — published 2008
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Kindle Edition)
by (shelved 38 times as statistics)
avg rating 4.53 — 1,248 ratings — published 2016
Think Bayes: Bayesian Statistics in Python (Kindle Edition)
by (shelved 37 times as statistics)
avg rating 3.95 — 290 ratings — published 2012
A Field Guide to Lies: Critical Thinking in the Information Age (Hardcover)
by (shelved 36 times as statistics)
avg rating 3.76 — 4,817 ratings — published 2016
Statistical Models: Theory and Practice (Paperback)
by (shelved 36 times as statistics)
avg rating 4.20 — 74 ratings — published 2005
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 36 times as statistics)
avg rating 4.32 — 1,923 ratings — published
Discovering Statistics Using SPSS (Introducing Statistical Methods)
by (shelved 35 times as statistics)
avg rating 4.16 — 1,697 ratings — published 2000
Statistics Without Tears: An Introduction for Non-Mathematicians (Paperback)
by (shelved 35 times as statistics)
avg rating 4.00 — 763 ratings — published 1981
Calling Bullshit: The Art of Skepticism in a Data-Driven World (Hardcover)
by (shelved 34 times as statistics)
avg rating 4.10 — 5,581 ratings — published 2020
Dataclysm: Who We Are (When We Think No One's Looking)
by (shelved 34 times as statistics)
avg rating 3.73 — 12,538 ratings — published 2014
Discovering Statistics Using R (Paperback)
by (shelved 34 times as statistics)
avg rating 4.28 — 374 ratings — published 2012
Thinking Statistically (Unknown Binding)
by (shelved 34 times as statistics)
avg rating 3.86 — 951 ratings — published 2011
Principles of Statistics (Dover Books on Mathematics)
by (shelved 33 times as statistics)
avg rating 3.99 — 1,402 ratings — published 2012
SuperFreakonomics: Global Cooling, Patriotic Prostitutes And Why Suicide Bombers Should Buy Life Insurance (Hardcover)
by (shelved 33 times as statistics)
avg rating 4.00 — 135,220 ratings — published 2009
“The combination of Bayes and Markov Chain Monte Carlo has been called "arguably the most powerful mechanism ever created for processing data and knowledge."
Almost instantaneously MCMC and Gibbs sampling changed statisticians' entire method of attacking problems. In the words of Thomas Kuhn, it was a paradigm shift. MCMC solved real problems, used computer algorithms instead of theorems, and led statisticians and scientists into a worked where "exact" meant "simulated" and repetitive computer operations replaced mathematical equations. It was a quantum leap in statistics.”
― The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
Almost instantaneously MCMC and Gibbs sampling changed statisticians' entire method of attacking problems. In the words of Thomas Kuhn, it was a paradigm shift. MCMC solved real problems, used computer algorithms instead of theorems, and led statisticians and scientists into a worked where "exact" meant "simulated" and repetitive computer operations replaced mathematical equations. It was a quantum leap in statistics.”
― The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
“One of the first things taught in introductory statistics textbooks is that correlation is not causation. It is also one of the first things forgotten.”
― The Vision of the Anointed: Self-Congratulation as a Basis for Social Policy
― The Vision of the Anointed: Self-Congratulation as a Basis for Social Policy












