The most recommended statistics books

Who picked these books? Meet our 27 experts.

27 authors created a book list connected to statistics, and here are their favorite statistics books.
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Book cover of Naked Statistics: Stripping the Dread from the Data

Martin S. Fridson Author Of The Little Book of Picking Top Stocks: How to Spot Hidden Gems

From Martin's 3 favorite reads in 2023.

Why am I passionate about this?

Author Financial analyst History buff Music lover

Martin's 3 favorite reads in 2023

Martin S. Fridson Why did Martin love this book?

When I signed up for an introductory statistics course in college, I expected it would cover exactly what this book addresses. At that time, newspaper articles sometimes referred to the book that inspired this one, Darrell Huff’s How to Lie with Statistics.

I was excited to learn how to avoid getting snared by inadvertent and intentional flaws in public opinion polls, medical studies, and investment research. In a highly readable, entertaining style, Charles Wheelan arms his readers against all those pitfalls.

The somewhat abstruse quantitative methods actually taught emphasized in the statistics course proved to be helpful professionally. But Wheelan’s statistical malpractice stories are both accessible to readers unfamiliar with the underlying math and informative to those who are.

By Charles Wheelan,

Why should I read it?

3 authors picked Naked Statistics as one of their favorite books, and they share why you should read it.

What is this book about?

Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you'll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.…


Book cover of Mothers Matter Too

Joan Rudd Author Of Building Solid: A Life in Stories

From my list on growing into womanhood in different locations.

Why am I passionate about this?

"Two tickets to ride!Most people get only one life.... and on only one coast. This book is an overview of an era 1948-2020 of cultural shifts and expectations for "girls". At seventeen I left my family and NYC for college, a commune, and then art school on the West coast. Visual artist, woman, mother, and descendant, Joan describes the lifetime challenges that she has met with creativity, humor, and resilience. Two NW cities, two marriages, and two sons born 23 years apart inspire many of her stories. 

Joan's book list on growing into womanhood in different locations

Joan Rudd Why did Joan love this book?

Mothers Matter Too is an extraordinary compendium of stories, thoughts, and statistics about women at home with children. Her helpful chart of the “rules” applicable to each stage and “role” of a woman’s life (from girlhood to cronehood) is still revelatory even years after the resurgence of the Women’s Movement. This book is also about the active listening skills critical to supporting a new mother as she struggles to regain her confidence.

By Jenny Phillips,

Why should I read it?

1 author picked Mothers Matter Too as one of their favorite books, and they share why you should read it.


Book cover of How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers

Jennifer L. Castle Author Of Modelling our Changing World

From Jennifer's 3 favorite reads in 2023.

Why am I passionate about this?

Author Econometrician Climate Change researcher Forecaster Data fan Country walker

Jennifer's 3 favorite reads in 2023

Jennifer L. Castle Why did Jennifer love this book?

I’m an avid fan of `More or Less,’ so this book was at the top of my list of must-reads, and I was not disappointed.

Common sense thinking seeps in by way of fascinating stories and interesting titbits. Fast-paced, light-hearted, and thought-provoking, Tim Harford does not disappoint with this book. 

By Tim Harford,

Why should I read it?

2 authors picked How to Make the World Add Up as one of their favorite books, and they share why you should read it.

What is this book about?

The Sunday Times Bestseller

'Tim Harford is one of my favourite writers in the world. His storytelling is gripping but never overdone, his intellectual honesty is rare and inspiring, and his ability to make complex things simple - but not simplistic - is exceptional. How to Make the World Add Up is another one of his gems. If you're looking for an addictive pageturner that will make you smarter, this is your book' Rutger Bregman, author of Humankind

'Tim Harford could well be Britain's Malcolm Gladwell'
Alex Bellos, author of Alex's Adventures in Numberland

'If you aren't in love with…


Book cover of Predict and Surveil: Data, Discretion, and the Future of Policing

Luke Hunt Author Of Police Deception and Dishonesty: The Logic of Lying

From my list on the cluster-f*ck we call policing.

Why am I passionate about this?

I’m an Associate Professor in the University of Alabama’s Department of Philosophy. I worked as an FBI Special Agent before making the natural transition to academic philosophy. Being a professor was always a close second to Quantico, but that scene in Point Break in which Keanu Reeves and Patrick Swayze fight Anthony Kiedis on the beach made it seem like the FBI would be more fun than academia. In my current position as a professor at the University of Alabama, I teach in my department’s Jurisprudence Specialization. My primary research interests are at the intersection of philosophy of law, political philosophy, and criminal justice. I’ve written three books on policing.

Luke's book list on the cluster-f*ck we call policing

Luke Hunt Why did Luke love this book?

I love this book because it reminds us of the many ways that technology can affect justice.

It is tempting to think sophisticated tactics such as “predictive policing” can solve all problems relating to human bias. However, Brayne shows that data and algorithms do not eliminate bias and discretion. Instead, high-tech police tools simply make bias less overt and visible, which erodes the public’s ability to hold the police accountable.

I especially enjoyed how the book flips the script, considering diverse ways to use these tools to help the public. For example, how can municipalities use technology to analyze the underlying factors that contribute to policing problems in the first place?

By Sarah Brayne,

Why should I read it?

1 author picked Predict and Surveil as one of their favorite books, and they share why you should read it.

What is this book about?

The scope of criminal justice surveillance, from the police to the prisons, has expanded rapidly in recent decades. At the same time, the use of big data has spread across a range of fields, including finance, politics, health, and marketing. While law enforcement's use of big data is hotly contested, very little is known about how the police actually use it in daily operations and with what consequences.

In Predict and Surveil, Sarah Brayne offers an unprecedented, inside look at how police use big data and new surveillance technologies, leveraging on-the-ground fieldwork with one of the most technologically advanced law…


Book cover of The Numbers Game: The Commonsense Guide to Understanding Numbers in the News, in Politics, and in Life

Tim Harford Author Of The Data Detective: Ten Easy Rules to Make Sense of Statistics

From my list on think clearly about data.

Why am I passionate about this?

Tim Harford is the author of nine books, including The Undercover Economist and The Data Detective, and the host of the Cautionary Tales podcast. He presents the BBC Radio programs More or Less, Fifty Things That Made The Modern Economy, and How To Vaccinate The World. Tim is a senior columnist for the Financial Times, a member of Nuffield College, Oxford, and the only journalist to have been made an honorary fellow of the Royal Statistical Society.

Tim's book list on think clearly about data

Tim Harford Why did Tim love this book?

I should declare an interest here: I present a BBC Radio show that Blastland and Dilnot created. This book was effectively my “how to” manual on the way into the studio that they had vacated. It’s a wise and varied guide to the power and the pitfalls of data, poetically written and full of subtle wisdoms.

By Andrew Dilnot, Michael Blastland,

Why should I read it?

1 author picked The Numbers Game as one of their favorite books, and they share why you should read it.

What is this book about?

The Strunk and White of statistics team up to help the average person navigate the numbers in the news

Drawing on their hugely popular BBC Radio 4 show More or Less, journalist Michael Blastland and internationally known economist Andrew Dilnot delight, amuse, and convert American mathphobes by showing how our everyday experiences make sense of numbers.

The radical premise of The Numbers Game is to show how much we already know and give practical ways to use our knowledge to become cannier consumers of the media. If you've ever wondered what "average" really means, whether the scare stories about cancer…


Book cover of Ron Shandler's 2023 Baseball Forecaster: & Encyclopedia of Fanalytics

James Bailey Author Of Major League Debuts: 2023 Edition

From my list on annual releases to prep for baseball season.

Why am I passionate about this?

I’ve been reading baseball annuals and previews since I was a kid and my must-haves were Street & Smith’s Baseball Yearbook and Bill Mazeroski’s Baseball. I was a contributing writer for several years to Ultimate Sports Publishing’s annual baseball magazines, which for a while came close to the old Mazeroski releases. I edited several of Baseball America’s Almanacs when I was on staff there and have written Top 30s for a number of the Prospect Handbooks. I get that everything is available online these days, but there’s something about having it all in one place, locked in for all time, there for reference whenever needed.

James' book list on annual releases to prep for baseball season

James Bailey Why did James love this book?

There is so much information in this book, which gets thicker every year. I’m not going to pretend I understand it all, but I’m learning a little more every time.

The player writeups are lighthearted but insightful. Sometimes it’s almost scary looking back and seeing some of the things they projected that were so spot on. My only complaint is that everyone else in my Strat-o-matic league reads it now. It used to be an advantage.

Now I have to read it just to keep up.

By Ron Shandler, Brent Hershey, Brandon Kruse , Ray Murphy

Why should I read it?

1 author picked Ron Shandler's 2023 Baseball Forecaster as one of their favorite books, and they share why you should read it.

What is this book about?

For more than thirty years, the very best in baseball predictions and statistics.

The industry's longest-running publication for baseball analysts and fantasy leaguers, Ron Shandler's Baseball Forecaster, published annually since 1986, is the first book to approach prognostication by breaking performance down into its component parts. Rather than predicting batting average, for instance, this resource looks at the elements of skill that make up any given batter's ability to distinguish between balls and strikes, his propensity to make contact with the ball, and what happens when he makes contact-reverse engineering those skills back into batting average. The result is an…


Book cover of Essentials of Statistics for Business & Economics

Chet Richards Author Of Certain to Win

From my list on upsetting your orientation.

Why am I passionate about this?

I never had a real career. Closest I came was the Air Force Reserve for 27 years. Along the way, I built fighter-vs-fighter computer models for the Defense Department, served as an advisor to a Saudi Air Force prince, led a team that designed a replacement for the Air Force’s A-10 tankbuster (which was never built, unfortunately), sold C-130 transport aircraft in Saudi Arabia, taught statistics in business school, became a yoga instructor, and did PR work in Atlanta. Starting in 1975, I collaborated a little with a retired Air Force colonel, John Boyd, creator of the infamous “OODA loop.” I was never a published author in the US, although I am in India, Portugal, and Japan. 

Chet's book list on upsetting your orientation

Chet Richards Why did Chet love this book?

Here’s some bad news for non-STEM people: You’re going to have to learn a little about statistics. Otherwise, at some point, you going to get, as Nassim Nicholas Taleb puts it, “fooled by randomness.” An example: Suppose you’ve been a sales manager for a long time but recently you failed to close a string of prospects. How unusual is this? It could be just a run of bad luck, or is it time to make some significant personnel moves? Basic knowledge of statistics can help. If your math is rusty, you might want to take a stat course for non-math majors. Otherwise, here’s a book that I used with my MBA students that features scenarios from businesses.  

By David R. Anderson, Dennis J. Sweeney, Thomas A. Williams , Jeffrey D. Camm , James J. Cochran

Why should I read it?

1 author picked Essentials of Statistics for Business & Economics as one of their favorite books, and they share why you should read it.

What is this book about?

Discover how statistical information impacts decisions in today's business world as Anderson/Sweeney/Williams/Camm/Cochran/Fry/Ohlmann's leading ESSENTIALS OF STATISTICS FOR BUSINESS AND ECONOMICS, 9E connects concepts in each chapter to real-world practice. This edition delivers sound statistical methodology, a proven problem-scenario approach and meaningful applications that reflect the latest developments in business and statistics today. More than 350 new and proven real business examples, a wealth of practical cases and meaningful hands-on exercises highlight statistics in action. You gain practice using leading professional statistical software with exercises and appendices that walk you through using JMP (R) Student Edition 14 and Excel (R) 2016.…


Book cover of Semiology of Graphics: Diagrams, Networks, Maps

Danyel Fisher Author Of Making Data Visual: A Practical Guide to Using Visualization for Insight

From my list on to inspire you to think differently about data.

Why am I passionate about this?

In sixth grade, my teacher tried to teach the class how to read line charts – and something fell into place for me. Ever since then, I’ve tried to sort data into forms that we can use to make sense of it. As a researcher at Microsoft, I consulted with teams across the organization – from sales to legal; and from Excel to XBox – to help them understand their data. At Honeycomb, I design tools for software operations teams to diagnose their complex systems. These books each gave me an “ah-hah” moment that made me think differently about the craft of creating visualization. They now sit on my shelf in easy reach – I hope you find them fascinating too.

Danyel's book list on to inspire you to think differently about data

Danyel Fisher Why did Danyel love this book?

A new edition of Bertin’s 1963 Semiology was released a few years ago, and my heart swelled with joy. For years, I’d worked off of bad photocopies of an inter-library loan book that had long since gone out of print. In this new edition, I could see how Bertin works through different dimensions and axes – when you want to plot two different quantitative axes over a map, what are your choices? What if you want to plot them over a graph, instead? What changes? I loved exploring these choices with Bertin, as he explores how different color mappings, iconic representations, and design choices change the way the reader interprets the graph.

By Jacques Bertin,

Why should I read it?

1 author picked Semiology of Graphics as one of their favorite books, and they share why you should read it.

What is this book about?

Originally published in French in 1967, Semiology of Graphics is internationally recognized as a foundational work in the fields of design and cartography. Based on Jacques Bertin's practical experience as a cartographer, part one of this work is an unprecedented attempt to synthesize principles of graphic communication with the logic of standard rules applied to writing and topography. Part two brings Bertin's theory to life, presenting a close study of graphic techniques, including shape, orientation, colour, texture, volume, and size, in an array of more than 1,000 maps and diagrams.


Book cover of The Cartoon Guide to Statistics

Martin Sternstein Author Of Barron's AP Statistics

From my list on statistical insights into social issues.

Why am I passionate about this?

I taught for 45 years at Ithaca College broken by two years as Fulbright Professor in West Africa at the University of Liberia. During my years in academia, I developed several new courses including a popular “Math in Africa” class and the first U.S. course for college credit in chess theory. I’ve always had a passion for and continue to have strong interests in (1) national educational and social issues concerning equal access to math education for all and (2) teaching others about the power of mathematics and statistics to help one more deeply understand social issues.

Martin's book list on statistical insights into social issues

Martin Sternstein Why did Martin love this book?

This book is kind of a fun crash course in statistics which covers all the basic concepts at an introductory level.

The cartoons are a little bit dated, but still entertaining. There are lots of pictures and graphs which are a pleasure if you are a visual learner. The reader will come away with many useful tools to help understand real world problems.

I’m a retired math professor, but still got a real kick out of this book and especially appreciated the many good examples referenced such as gender discrimination in salaries and racial discrimination in jury selection. I recommended it to many of my struggling students.

By Larry Gonick, Woollcott Smith,

Why should I read it?

1 author picked The Cartoon Guide to Statistics as one of their favorite books, and they share why you should read it.

What is this book about?

Updated version featuring all new material. If you have ever looked for P-values by shopping at P mart, tried to watch the Bernoulli Trails on "People's Court," or think that the standard deviation is a criminal offense in six states, then you need The Cartoon Guide to Statistics to put you on the road to statistical literacy. The Cartoon Guide to Statistics covers all the central ideas of modern statistics: the summary and display of data, probability in gambling and medicine, random variables, Bernoulli Trails, the Central Limit Theorem, hypothesis testing, confidence interval estimation, and much more-all explained in simple,…


Book cover of Counting: How We Use Numbers to Decide What Matters

Carolyn Purnell Author Of The Sensational Past: How the Enlightenment Changed the Way We Use Our Senses

From my list on everyday things we take for granted.

Why am I passionate about this?

I’m a historian who’s spent far too much time thinking about how the color magenta contributed to climate change and why eighteenth-century humanitarians were obsessed with tobacco enemas. My favorite historical topics—like sensation, color, and truth—don’t initially seem historical, but that’s exactly why they need to be explored. I’ve learned that the things that seem like second nature are where our deepest cultural assumptions and unconscious biases hide. In addition to writing nonfiction, I’ve been lucky enough to grow up on a ranch, live in Paris, work as an interior design writer, teach high school and college, and help stray dogs get adopted.

Carolyn's book list on everyday things we take for granted

Carolyn Purnell Why did Carolyn love this book?

I had never really given much thought to counting until I read this book, but in the very first chapter, Stone made me rethink everything I thought I knew about “one fish, two fish, red fish, blue fish.” She shows that every time we count, we’re making cultural assumptions. For example, what counts as a fish? And what makes the color of the fish more relevant than other features? Counting reveals that while these choices may seem intuitive, basic, and meaningless, they have very real impacts on people’s lives. Especially when we use numbers to measure things like merit, poverty, race, and productivity, those fundamental assumptions matter more than we care to admit.  

By Deborah Stone,

Why should I read it?

1 author picked Counting as one of their favorite books, and they share why you should read it.

What is this book about?

Early in her extraordinary career, Deborah Stone wrote Policy Paradox, a landmark work on politics. Now, in Counting, she revolutionises how we approach numbers and shows how counting shapes the way we see the world. Most of us think of counting as a skill so basic that we see numbers as objective, indisputable facts. Not so, says Stone. In this playful-yet-probing work, Stone reveals the inescapable link between quantifying and classifying, and explains how counting determines almost every facet of our lives-from how we are evaluated at work to how our political opinions are polled to whether we get into…