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2007–2026
The Black Swan
Nassim Nicholas Taleb
263
recommend · 862
2007–2026
The Elements of Statistical Learning
Trevor Hastie
144
recommend · 266
2018–2026
Factfulness
Hans Rosling
123
recommend · 229
2007–2026
The Visual Display of Quantitative Information
Edward R. Tufte
100
recommend · 150
2014–2026
Introduction to Statistical Learning
Gareth James
85
recommend · 120
2016–2026
Statistical Rethinking
Richard McElreath
81
recommend · 113
2008–2026
Probability Theory
E. T. Jaynes
77
recommend · 193
2007–2026
How to Lie with Statistics
Darrell Huff
63
recommend · 180
2018–2026
The Book of Why
Judea Pearl
59
recommend · 144
2018–2026
The Age of Surveillance Capitalism
Shoshana Zuboff
47
recommend · 133
2012–2026
The Signal and the Noise
Nate Silver
47
recommend · 97
2009–2026
How to Measure Anything
Douglas W. Hubbard
46
recommend · 102
2015–2026
Superforecasting
Philip E. Tetlock
44
recommend · 101
2008–2026
All of Statistics
Larry Wasserman
40
recommend · 70
2016–2024
R for Data Science
Hadley Wickham
40
recommend · 56
2012–2026
Think Bayes
Allen B. Downey
37
recommend · 50
2007–2026
Against the gods
Peter L. Bernstein
28
recommend · 45
2009–2026
Bayesian data analysis
Andrew Gelman
27
recommend · 56
2011–2026
Think Stats
Allen B. Downey
27
recommend · 49
2007–2026
Probabilistic robotics
Sebastian Thrun
26
recommend · 39
2013–2026
Bayesian methods for hackers
Cameron Davidson-Pilon
24
recommend · 38
2009–2026
The Sovereign Individual
James Dale Davidson
23
recommend · 57
2015–2023
Data science from scratch
Joel Grus
22
recommend · 48
2014–2026
Doing Bayesian Data Analysis
John K. Kruschke
22
recommend · 33
2009–2026
Elements of Information Theory
T. M. Cover
20
recommend · 34
2013–2026
Data Smart
John W. Foreman
20
recommend · 26
2014–2025
Dataclysm
Christian Rudder
17
recommend · 42
2009–2024
Causality
Judea Pearl
17
recommend · 37
2013–2022
Statistics Done Wrong
Alex Reinhart
17
recommend · 23
2008–2026
The cartoon guide to statistics
Larry Gonick
17
recommend · 26
2010–2026
The grammar of graphics
Leland Wilkinson
16
recommend · 55
2010–2025
Probabilistic Graphical Models
Daphne Koller
16
recommend · 42
2010–2023
Statistical inference
George Casella
16
recommend · 22
2012–2025
Machine learning
Kevin P. Murphy
15
recommend · 31
2011–2023
Bayesian reasoning and machine learning
David Barber
15
recommend · 22
2009–2025
Foundations of Statistical Natural Language Processing
Christopher Manning
15
recommend · 19
2012–2025
The Theory That Would Not Die
Sharon Bertsch McGrayne
14
recommend · 23
2016–2026
Computer Age Statistical Inference
Bradley Efron
14
recommend · 20
2019–2026
Invisible Women
Caroline Criado Perez
13
recommend · 23
2013–2024
An Introduction To Statistical Learning With Applications In R
Gareth James
13
recommend · 17
2010–2024
The Lady Tasting Tea
David Salsburg
12
recommend · 15
2013–2026
Spillover
David Quammen
11
recommend · 20
2009–2024
Statistics
David Freedman
11
recommend · 18
2020–2025
Regression and Other Stories
Andrew Gelman
11
recommend · 20
2012–2026
Abundance
Peter H. Diamandis
11
recommend · 16
2009–2025
Data analysis using regression and multilevel/hierarchical models
Andrew Gelman
10
recommend · 13
2007–2026
Super Crunchers
Ian Ayres
9
recommend · 25
2017–2025
Everybody Lies
Seth Stephens-Davidowitz
9
recommend · 20
2019–2026
The Model Thinker
Scott E. Page
9
recommend · 19
2011–2022
A first course in probability
Sheldon M. Ross
9
recommend · 16
2016–2025
The End of Average
Todd Rose
9
recommend · 15
2007–2024
Biological sequence analysis
Richard M. Durbin
9
recommend · 13
2019–2024
Calling Bullshit
Carl T. Bergstrom
9
recommend · 11
2014–2024
Data Science at the Command Line
Jeroen Janssens
8
recommend · 24
2012–2025
The fractal geometry of nature
Benoît B. Mandelbrot
8
recommend · 16
2016–2026
Python Data Science Handbook
Jake VanderPlas
8
recommend · 12
2018–2026
Doughnut Economics
Kate Raworth
8
recommend · 12
2012–2017
The art of R programming
Norman S. Matloff
8
recommend · 11
2016–2024
Regression Modeling Strategies
Frank E. Jr. Harrell
8
recommend · 13
2008–2024
An introduction to probability theory and its applications
William Feller
8
recommend · 11