21 Must Read Books on Statistics


1. All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman


2. An Introduction to Statistical Learning: with Applications in R by Gareth James


3. Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman


4. Discovering Statistics Using R by Andy Field


5. How to Lie with Statistics by Darrell Huff


6. Moneyball: The Art of Winning an Unfair Game by Michael Lewis


7. Principles of Statistics by M.G. Bulmer


8. Probability Theory: The Logic of Science by E.T. Jaynes


9. Statistical Inference by George Casella


10. Statistics by Robert S. Witte and John S. Witte


11. Statistics Done Wrong: The Woefully Complete Guide by Alex Reinhart


12. Statistics For Dummies by Deborah J. Rumsey


13. Statistics in a Nutshell: A Desktop Quick Reference by Sarah Boslaugh, Paul Andrew, Dr. Watters


14. The Complete Idiot’s Guide to Statistics by Robert A. Donnelly Jr. Ph.D.


15. What is a p-value anyway? 34 Stories to Help You Actually Understand Statistics by Andrew J. Vickers


16. The Cartoon Guide to Statistics by Larry Gonick and Woollcott Smith


17. Naked Statistics: Stripping the Dread from the Data by Charles Wheelan


18. Head First Statistics: A Brain-Friendly Guide by Dawn Griffiths


19. Doing Bayesian Data Analysis: A Tutorial with R and BUGS by John Kruschke


20. Statistics in Plain English by Timothy C. Urdan


21. Statistics by David Freedman, Robert Pisani, Roger Purves



Source: http://www.bookscrolling.com/best-statistics-books-time/

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