Top Statistics books curated by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we have connected and asked dozens of experts and professionals about their favourite Statistics books – and here are the answers.

  • Curated by industry experts
  • Proven learning resources
  • Updated annually
Top Statistics books recommended by experts
User Check

Did you know?

We have over 3,000 mentors available right now!

Fundamentals of Statistics

Understanding the concepts of Statistics starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

The Visual Display of Quantitative Information

The Visual Display of Quantitative Information

The classic book on statistical graphics, charts, tables. Theory and practice in the design of data graphics, 250 illustrations of the best (and a few of the worst) statistical graphics, with detailed analysis of how to display data for precise, effective, quick analysis. Design of the high-reso…

Recommended by the experts and mentors at MentorCruise.

Barron's AP Statistics

Barron's AP Statistics

Always study with the most up-to-date prep! Look for AP Statistics with Online Tests, tenth edition, ISBN 978-1-4380-1169-1, on sale July 2, 2019. Publisher's Note: Products purchased from third-party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online …

Recommended by the experts and mentors at MentorCruise.

Bayes' Theorem: A Visual Introduction for Beginners

Bayes' Theorem: A Visual Introduction for Beginners

At its core, Bayes' Theorem is a simple probability and statistics formula that has revolutionized how we understand and deal with uncertainty. If life is seen as black and white, Bayes' Theorem helps us think about the gray areas. When new evidence comes our way, it helps us update our beliefs …

Recommended by the experts and mentors at MentorCruise.

Statistics for Dummies

Statistics for Dummies

The fun and easy way to get down to business with statistics Stymied by statistics? No fear? this friendly guide offers clear, practical explanations of statistical ideas, techniques, formulas, and calculations, with lots of examples that show you how these concepts apply to your everyday life. …

Recommended by the experts and mentors at MentorCruise.

The Book of Why

The Book of Why

"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established caus…

Recommended by the experts and mentors at MentorCruise.

Additional Statistics Reading

These books are not required for you to learn Statistics, but they are highly recommended for you to deepen your knowledge.

The Elements of Statistical Learning

The Elements of Statistical Learning

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphic…

Recommended by the experts and mentors at MentorCruise.

Numbers Rule Your World: The Hidden Influence of Probabilities and Statistics on Everything You Do

Numbers Rule Your World: The Hidden Influence of Probabilities and Statistics on Everything You Do

WHAT ARE THE ODDS YOU'LL WIN THE LOTTERY? How long will your kids wait in line at Disney World? Who decides that “standardized tests” are fair? Why do highway engineers build slow-moving ramps? What does it mean, statistically, to be an “Average Joe”? NUMBERS RULE YOUR WORLD In the popular tradi…

Recommended by the experts and mentors at MentorCruise.

Probability For Dummies

Probability For Dummies

Increase your chances of acing that probability exam -- or winning at the casino!
Whether you're hitting the books for a probability or statistics course or hitting the tables at a casino, working out probabilities can be problematic. This book helps you even the odds. Using easy-to-understan…

Recommended by the experts and mentors at MentorCruise.

The Art of Statistics: Learning from Data

The Art of Statistics: Learning from Data

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp o…

Recommended by the experts and mentors at MentorCruise.

Factfulness: Ten Reasons We're Wrong About the World — and Why Things Are Better Than You Think

Factfulness: Ten Reasons We're Wrong About the World — and Why Things Are Better Than You Think

“One of the most important books I’ve ever read―an indispensable guide to thinking clearly about the world.” – Bill Gates “Hans Rosling tells the story of ‘the secret silent miracle of human progress’ as only he can. But Factfulness does much more than that. It also explains why progress is so o…

Recommended by the experts and mentors at MentorCruise.

Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets

Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets

Fooled by Randomness is a standalone book in Nassim Nicholas Taleb’s landmark Incerto series, an investigation of opacity, luck, uncertainty, probability, human error, risk, and decision-making in a world we don’t understand. The other books in the series are The Black Swan, Antifragile, Skin in…

Recommended by the experts and mentors at MentorCruise.

This list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.

Augment your Statistics books

There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!

Still not convinced? Don't just take our word for it

We've already delivered 1-on-1 mentorship to thousands of students, professionals, managers and executives. Even better, they've left an average rating of 4.9 out of 5 for our mentors.

Find a Statistics mentor