Statistics Books (2022-June)

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1.
Naked Statistics: Stripping the Dread from the Data
Book by Charles Wheelan

2.
An Introduction to Statistical Learning: With Applications in R
Originally published: 24 June 2013
Authors: Gareth M. James, Daniela Witten, Trevor Hastie, Robert Tibshirani
Editor: Gareth M. James
Original language: English
Genre: Textbook

3.

The Elements of Statistical Learning
Book by Jerome H. Friedman, Robert Tibshirani, and Trevor Hastie

4.

Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
Book by Andrew Bruce, Peter C. Bruce, and Peter Gedeck

5.

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

6.

The Art of Statistics: How to Learn from Data
Book by David Spiegelhalter

7.

The Signal and the Noise: Why So Many Predictions Fail-but Some Don't
Book by Nate Silver

8.

Head First Statistics
Book by Dawn Griffiths

9.

Think Stats
Book by Allen B. Downey

10.

How to Lie with Statistics
Book by Darrell Huff

11.

Statistics in plain English
Book by Timothy C. Urdan

12.

OpenIntro Statistics
Textbook by Christopher Barr, David Diez, and Mine Çetinkaya-Rundel

13.

The cartoon guide to statistics
Book by Larry Gonick

14.

The Book of Why
Book by Dana Mackenzie and Judea Pearl

15.

Pattern Recognition and Machine Learning
Book by Christopher Bishop

16.

Discovering Statistics Using R
Book by Andy Field and Jeremy Miles

17.

Statistics for Dummies
Book by Deborah Rumsey

18.

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition

Originally published: 2009

19.

The Visual Display of Quantitative Information
Book by Edward Tufte

20.

Statistics Done Wrong: The Woefully Complete Guide
Book by Alex Reinhart

21.

Applied Predictive Modeling
Book by Kjell Johnson and Max Kuhn

22.

Workbook to accompany Statistics for Business and Economics
Originally published: 1984
Authors: David R. Anderson, Thomas A. Williams, Dennis J. Sweeney, Thomas Arthur Williams

23.

Probability and statistics
Book by Morris H. DeGroot

24.

First Course in Probability, A
Book by Sheldon M. Ross

25.

Mathematical statistics with applications
Textbook by Dennis D. Wackerly

26.

Principles of statistics
Book by M. G. Bulmer

27.

Statistics for People Who
Book by Neil J. Salkind

28.

Discovering Statistics Using IBM SPSS Statistics
Book by Andy Field

29.

Statistics II for Dummies
Book by Deborah Rumsey

30.

R for Data Science
Book by Garrett Grolemund and Hadley Wickham

31.

Weapons of Math Destruction
Book by Cathy O'Neil

32.

Statistics for experimenters
Book by George E. P. Box

33.

Bayesian Data Analysis
Originally published: 1995
Authors: Andrew Gelman, Aki Vehtari, John Carlin, Hal S. Stern, David Dunson, Donald Rubin
Editor: Andrew Gelman

34.

Data Analysis Using Regression and Multilevel/Hierarchical Models
Book by Andrew Gelman and Jennifer Hill

35.

Thinking Statistically
Book by Uri Bram

36.

How Not to Be Wrong
Book by Jordan Ellenberg

37.

Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, LEGO, and Rubber Ducks
Book by Will Kurt

38.

Statistics (Fourth Edition)
Textbook by David A. Freedman, Robert Pisani, and Roger Purves

39.

Introduction to Mathematical Statistics Edition
Textbook by Robert V. Hogg

40.

The Lady Tasting Tea
Book by David Salsburg

41.
The Drunkard's Walk: How Randomness Rules Our Lives
Book by Leonard Mlodinow

42.

The Art of R Programming: A Tour of Statistical Software Design
Book by Norman Matloff

43.

Freakonomics
Book by Stephen J. Dubner and Steven Levitt

44.

Statistical Rethinking: A Bayesian Course with Examples in R and Stan
Book by Richard McElreath

45.

Statistics
Book by David A. Freedman

46.

Student Study Guide to Accompany Statistics Alive!
Book by Matthew Price, Wendy J. Steinberg, and Zoe Brier

47.

A first course in linear model theory
Book by Nalini Ravishanker

48.

Statistics Essentials for Dummies
Book by Deborah Rumsey

49.

Probability and statistics
Book by Frederick Mosteller

50.

Statistics
Book by Robert S. Witte

51.

Introduction to Linear Algebra, 3rd Edition
Textbook by Gilbert Strang

52.
Street-Fighting Mathematics: The Art of Educated Guessing and Opportunistic Problem Solving
Book by Sanjoy Mahajan
An antidote to mathematical rigor mortis, teaching how to guess answers without needing a proof or an exact calculation.In problem solving, as in street fighting, rules are for fools: do whatever works—don't just stand there! Yet we often fear an unjustified leap even though it may land us on a correct result. 
Originally published: 2010

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