Statistics is called the main mathematics branch, but at the same time, it is called one of the most difficult subjects for the students to understand. It is not easy if you don’t have the best statistics book with you. Before we proceed to the rest of the article, make sure you have a bit of understanding of statistics. The facts and the estimates are all about statistics. In reality, the given dataset and numbers give the methods to carry out a particular function. If you want to learn statistics from the beginning and in a short time then it must find the best statistics book. Below we have given some of the best statistics book that will help you solve statistics problems with ease. If you find any type of problem in any of the statistics problems then you can take help from our statisticians.

If you genuinely want to learn statistics and the theories behind them then check out all these best statistics books we have listed below.

List of best books for statistics for Modern Learning

●      Statistics By Robert S. Witte and John S. Witte

The facts and the figures are all about statistics. In reality, the given dataset and figures give the methods to carry out a particular function. Best statistics book are the first preference for statistics to have thorough knowledge. The best statistical book also provides students with tips and tricks for calculation. Not only it embraces the basics, but also it will help you understand eloquent measures including statistical analysis. With the help of this book, you will be able to deal with interpretation, hypothesis test, a change of coefficient and correlation, and lots more.

●       Barron’s AP Statistics

We all know Mathematics and statistics are related, just like body and soul. In different words, maths is a fundamental part of statistics. These mathematicians write all these books mentioned in this list, and every book tells their experience and years of knowledge. The reason which makes this book in the top list is it’s easy to understand theories and concepts. It comes with 15 chapters covering almost any statistical subject. You will understand how to use the technical calculator with precision with the help of this book.

It also allows you with the 5 full-length tests and performs certain procedures. Don’t think about the answers, the author has written the answers to these questions.

Integrates statistics theory and applications utilizing R A Statistics Course with R was written to address the difference between theory and applications and describe how to turn mathematical expressions into R programs. During each semester of the course, the book was specifically structured as a valuable companion for a Masters student, but will also assist applied statisticians in reviewing the foundations of the subject. The book starts with R basics with this dual purpose in mind and easily discusses simulation and exploratory analysis. This is not simple as other books but when it comes to enhancing your knowledge from basic this is the top choice for students.

  • Principles of Statistics by MG Bulmer

Bulmer is a biostatistician and an Emeritus Fellow of Wolfson College, Oxford, and a Fellow of the Royal Society of London. The published version dates from 1965 and continues to be popular. In bridging scientific methods with functional implementation, Strong Reads suggests that this book remains distinctive. The aim of this book is to strengthen the comprehension of the concepts learned in statistical courses.

A logical approach to statistical inference that discusses the latest advances in this ever-growing area This simple and open book presents a practical and comprehensive approach to the area of statistical inference, including thorough derivations of computational findings, analyses, and MATLAB programs for new graduate students. With a view to very current statistical inference, it stresses specifics of the importance of the material, insight, and discussions.

  • An Introduction to Statistical Learning: with Applications in R by Gareth James, Trevor Hastie, Daniela Witten, and Robert Tibshirani

Lead writer Gareth James is presently the Interim Dean at the University of South Carolina Marshall School of Business and is regarded as a statistical methods specialist. The following are included in the novel, suggested by Quartz,  Book Scrolling, Good Reads, and Wall Street Mojo:

  • Evaluating model accuracy
  • Resampling methods
  • An intro to R (open source programming primarily for the social sciences)
  • Classification (linear discriminant analysis, logistic regression)
  • Linear regression (simple and multiple)
  • Statistics by Robert Witte, John Witte

Robert Witt, a professor of psychology, spent over 30 years teaching statistics. John Witte is a University of California, San Francisco professor of epidemiology and biostatistics. In classical mathematical models such as This particular text goes in-depth:

  • Z-test
  • Tests for Ranked (Ordinal) Data
  • Analysis of Variance (ANOVA)
  • The t-Test (one sample, related samples, independent samples)
  • Chi-Square

The segment on appropriate methods for such makes data this book a must for researchers, considering the prevalence of surveys and those using Likert (ordinal) scales.

The first part of data visualization, another essential aspect of statistics is last on the list of the best statistics book:

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

Wasserman is a lecturer at Carnegie Mellon University’s Department of Statistics and the Department of Machine Learning. This book is a comprehensive view of statistical formulas, suggested by both Book Scrolling and the Book Authority. He is also the recipient of the DeGroot 2005 Award (which is an honor awarded for best statistical books).


Most of these best statistics books are used by the students who are enrolling in advanced statistics degree programs. Anyone interested in learning statistics, then the top list of books is the best option. All these books are best and written by the best statisticians. Every single writer holds years of experience and teaching and writing books. In case if you think we missed anything please let us know in the comment section.


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