Big Books of 2026

Listopia > Statistics Book Lists

The Signal and the Noise by Nate SilverThe Elements of Statistical Learning by Trevor HastieMoneyball by Michael LewisThe Visual Display of Quantitative Information by Edward R. TufteAn Introduction to Statistical Learning by Gareth James
Data Science - Learning About Data
133 books — 121 voters
The Curious Incident of the Dog in the Night-Time by Mark HaddonVincent by Joseph FasanoThe Girl with the Dragon Tattoo by Stieg LarssonA Girl Named Digit by Annabel MonaghanMatilda by Roald Dahl
Books with Characters Who Are Good at Math
112 books — 103 voters

Windows 11 by Allan FaringtonIntroduction to Algorithms by Thomas H. CormenAn Introduction to Statistical Learning by Gareth JamesPattern Recognition and Machine Learning by Christopher M. BishopThe Algorithm Design Manual by Steven S. Skiena
Computer Science, Machine Learning and Data Science
43 books — 82 voters
Thinking, Fast and Slow by Daniel KahnemanThe Tartar Steppe by Dino BuzzatiWhat I Learned Losing a Million Dollars by Jim PaulThe (Mis)Behavior of Markets by Benoît B. MandelbrotThinking and Deciding by Jonathan Baron
Nassim Nicholas Taleb Book Recommendations
88 books — 49 voters

Category Theory in Context by Emily RiehlOn Formally Undecidable Propositions of Principia Mathematica... by Kurt GödelA Book of Abstract Algebra by Charles C. PinterUndecidable Theories by Alfred TarskiSet Theory and the Continuum Hypothesis by Paul Cohen
Dover Mathematics
891 books — 38 voters
All of Statistics by Larry WassermanStatistical Inference by George CasellaPrinciples of Statistics by David KrusPrinciples of Statistics by M.G. BulmerIntroduction to Probability by Joseph K. Blitzstein
Probability & Statistics
28 books — 28 voters

Hidden Figures by Margot Lee ShetterlyMath Curse by Jon ScieszkaOne Grain of Rice by DemiThe Boy Who Loved Math by Deborah HeiligmanStacey the Math Whiz by Ann M. Martin
Mathematics in the Title
249 books — 27 voters
The Removable Root Cause of Cancers and other Chronic Diseases by Paul OlaThe Immortal Life of Henrietta Lacks by Rebecca SklootThe New Jim Crow by Michelle AlexanderThe Radium Girls by Kate MooreSpillover by David Quammen
Public Health Must Reads
39 books — 20 voters

Introduction to Quantum Mechanics by David J. GriffithsThe Elements of Statistical Learning by Trevor HastieModern Quantum Mechanics by J.J. SakuraiOptions, Futures and Other Derivatives by John C. HullClassical Mechanics by Charles P. Poole Jr.
Mathematics Part II (University of Cambridge)
174 books — 12 voters
TREATISE OF HUMAN NATURE 2E REVISED NIDDITCH PAPER by HumeBayesian Data Analysis by Professor in the Department...An Investigation of the Laws of Thought by George BooleFact, Fiction, and Forecast by GoodmanProbability Theory by E.T. Jaynes
Philosophy of Statistics
101 books — 10 voters

Introduction to Electrodynamics by David J. GriffithsFeynman Lectures on Physics Vol 2 by Richard P. FeynmanConvex Optimization by Stephen BoydThe Feynman Lectures on Physics Vol 3 by Richard P. FeynmanVisual Complex Analysis by Tristan Needham
Mathematics Part IB (University of Cambridge)
92 books — 9 voters
The Elements of Statistical Learning by Trevor HastieStatistical Inference by George CasellaStatistical Rethinking by Richard McElreathMachine Learning by Kevin P. MurphyPrinciples of Statistics by M.G. Bulmer
Statistics and Statistical Learning (MMath)
67 books — 8 voters

An Introduction to Statistical Learning by Gareth JamesAdvanced R by Hadley WickhamAdvanced R by Hadley WickhamThe Art of R Programming by Norman MatloffR Graphics Cookbook by Winston Chang
R language
46 books — 5 voters
At the Interface of Algebra and Statistics by Tai-Danae BradleyMathematics for Human Flourishing by Francis SuQuantum Computation and Quantum Information by Michael A. NielsenCategories for the Working Mathematician by Saunders Mac LaneCategory Theory in Context by Emily Riehl
At the Interface of Algebra and Statistics: Quantum Physics, Machine Learning, and Category Theory
23 books — 5 voters

Influence by Robert B. CialdiniThe Marketing Machine by Ros ConkieStructures by J.E. GordonTeam Topologies by Matthew SkeltonThe Creative Act by Rick Rubin
Holistic Engineer
25 books — 5 voters
High-Dimensional Probability by Roman VershyninDeep Learning by Ian GoodfellowA Geometric Approach to Differential Forms by David BachmanManifolds, Tensors, and Forms by Paul RentelnCalculus on Manifolds by Michael Spivak
A not-so-gentle introduction to information geometry: probability, statistics, information theory, and differential geometry
58 books — 4 voters

The Empire of Chance by Gerd GigerenzerHow to Lie with Statistics by Darrell HuffData and Goliath by Bruce SchneierFor the Common Good by Alex John LondonThe Politics of Large Numbers by Alain Desrosières
Philosophy, Ethics, and History of Statistics and Data Science
53 books — 4 voters
Do Sharks Like Ice Cream? The Surprising World of Statistics by Polly OwenHow Many Jelly Beans? by Andrea MenottiMama Makes Books Thats Mathematics A fun introduction to ever... by Elīna BrasliņaThe Perfect Fit by Naomi JonesMath for Smarty Pants by Marilyn Burns
Maths Books For Children
7 books — 4 voters

Multiagent Systems by Yoav ShohamGames and Decisions by R. Duncan LuceA Course in Game Theory by Martin J. OsborneAn Introduction to Game Theory by Martin J. OsborneGame Theory by Michael Maschler
Computational Game Theory (University of Oxford)
7 books — 3 voters
Statistics by Robert S. WitteStatistics Done Wrong by Alex ReinhartStatistics in a Nutshell by Sarah BoslaughThink Stats by Allen B. DowneyEssentials of Statistics by Mario F. Triola
Statistics
8 books — 2 voters

Introducing Game Theory and its Applications by Kenneth H. RosenThe Compleat Strategyst by J.D. WilliamsGames and Decisions by R. Duncan LuceTheory of Games and Statistical Decisions by David A. BlackwellStatistical Decision Theory and Bayesian Analysis by James O. Berger
M3S11/M4S11 Games, Risks and Decisions (Imperial College London)
15 books — 2 voters
Algebraic Statistics by Seth SullivantMarkov Bases in Algebraic Statistics by AokiAn Introduction to Algebraic Statistics with Tensors by Cristiano BocciLectures on Algebraic Statistics by Mathias DrtonCausality by Judea Pearl
Algebraic Statistics
8 books — 2 voters

Hello Numbers by Rebecca Klemm by The Numbers Lady Dr. KlemmDo Sharks Like Ice Cream? The Surprising World of Statistics by Polly OwenHello Numbers by The Numbers Lady Dr. KlemmTeam Ten Makes a Fruit Basket---A cumulative counting board book by The Numbers Lady Dr. KlemmNumbersalive! Books for Young Travelers by Rebecca Klemm
Best Counting Books for Kids
6 books — 2 voters
Search by Stefan WeitzTargeted by Brittany KaiserThe Art of Invisibility by Kevin D. MitnickThe Quants by Scott PattersonAI Superpowers by Kai-Fu Lee
Data (science) audiobooks
22 books — 1 voter

Endurance by Alfred LansingNobody Wants to Read Your Sh*t by Steven PressfieldThe Guns at Last Light by Rick AtkinsonThe Better Angels of Our Nature by Steven PinkerWhen Breath Becomes Air by Paul Kalanithi
Morgan Housel recommended books list
23 books — 1 voter
Statistical Inference by George CasellaA Course in Large Sample Theory by Thomas S. FergusonElements of Large-Sample Theory by Erich L. LehmannAsymptotic Statistics by A.W. van der VaartIntroduction to Nonparametric Estimation by Alexandre B. Tsybakov
Machine learning books suggested by prof. Michael I. Jordan from Berkeley
16 books — 1 voter

Evolutionary Games and Population Dynamics by Josef HofbauerThe Calculus of Selfishness by Karl SigmundEvolutionary Game Theory by Jörgen W. WeibullEvolutionary Dynamics and Extensive Form Games by Ross CressmanReinforcement Learning by Richard S. Sutton
MATH97069 Dynamics of Games (Imperial College London)
9 books — 1 voter
Omeopatia by Roberto BurioniOns creatieve brein by Dick SwaabL'uomo che scambiò sua moglie per un cappello by Oliver SacksI sette peccati capitali dell'economia italiana by Carlo CottarelliFreakonomics by Steven D. Levitt
I libri di PassaportoFuturo nel 2020
60 books — 1 voter

Studies in the history of statistics and probability by E.S. PearsonBayesian Epistemology by Luc BovensLogical Foundations of Probability by Rudolf CarnapMeaning and Necessity by Rudolf CarnapPutting Logic in Its Place by David Christensen
Bayesian Epistemology
37 books — 1 voter
Introductory Statistics with R by Peter DalgaardAn Introduction to Statistical Learning by Gareth JamesThe Art of R Programming by Norman MatloffExtending the Linear Model with R by Julian James FarawayR for Data Science by Hadley Wickham
Open Syllabus R Books
83 books — 1 voter

« previous 1

Browse By Tag