Statistics

Statistics is the study of the collection, analysis, interpretation, presentation, and organization of data.

Naked Statistics: Stripping the Dread from the Data
How to Lie with Statistics
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't
The Art of Statistics: How to Learn from Data
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
The Black Swan: The Impact of the Highly Improbable
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Freakonomics: A Rogue Economist Explores the Hidden Side of Everything
How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto)
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
The Book of Why: The New Science of Cause and Effect
The Drunkard's Walk: How Randomness Rules Our Lives
Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think
Statistics Done Wrong: The Woefully Complete Guide
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 op ...more
Sharon Bertsch McGrayne, 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

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. ...more
Donald Rumsfeld

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