Statistics is considered as one of the toughest subjects for the students. It is not easy to learn a statistic without the best statistics books. Before going through the entire blog, we should need to have a short introduction to statistics. Statistics is all about the data and the numbers.
In fact, it provides the methods to perform a specific function on the given dataset and numbers. Best books on statistics are the first priority to have a good command over statistics. Also, the best book of statistics provide the students with calculation tips and tricks. Let’s have a look at the best ever statistics books for students.
Top 10 Best Statistics Books
Written by-Robert S. Witte and John S. Witte
If you are a beginner in statistics, then, this book is for you. It will guide you from the basic statistics and help you to get your knowledge to the undergraduate level. You will get well-organised chapters inside this book. The student will not found any issue while reading this book.
All the text and graphs in this book are well written and easy to understand. I would like to recommend this book to those who are looking to start their studies in statistics.
Features of this top best statistics book
As already mentioned, this book is best statistics books for beginners. If you are a beginner, then this book will help you to clear statistics on basic concepts. It does not just cover the basics, but it also helps you to understand the measures of eloquent involving statistical analysis.
With the help of this book, you will be capable of dealing with interpretation, a variation of coefficient and correlation, hypothesis test and lots more.
2 – Barron’s AP Statistics, 8th Edition
Written by-Martin Sternstein, PhD.
We all know that math and statistics work together, likewise body and soul. In other words, maths is an essential aspect of statistics. The mathematics expert has written this book on the basis of his experience.
That’s why this book is considered among the best statistics textbooks in the world. The writer of this book had been the head of the maths department in various universities.
Also, he has also won the number of awards in maths. That’s why we can’t have the doubt on the perfection of this book. The author of this book believes that everyone should have an equal right to access to the subject.
Summary of this best book of statistics
This book also has well-managed content. It comes with the 15 chapters that cover almost every topics of statistics. With the help of this book, you will learn how to use the professional calculator with perfection.
It also helps you to do some practices with the 5 full-length exams. Don’t worry about the answers, the author has given the answers of this question papers. Also, he has also provided the multiple choice question with answers.
If you get bored too early while reading the book, then you can also watch the CD, that comes with this book. It will help you to understand the subject better.
3 – Statistics for Business and Economics
Written by- James T. McClave, P. George Benson and Terry T Sincich
This book is not written by a single expert. A couple of experts have written this book with their experience. That’s why this book is containing more expertise than other books I have mentioned on the top.
All the authors of this book are statistics experts at various level. They all are having a high degree of achievement. With their combined efforts, they have made the subject more interesting and understandable in this book.
Summary of this best statistics books on business Statistics
This book is incredible for the statistics students. The reason is this book has the real world data that is formed into exercises, example and applications.
Every chapter of this book is having the latest conversational issue along with its case study. The author has created an exercise with perfection. The students always have an opportunity of evaluating the scenario critically.
4 Naked Statistics: Stripping the Dread from the Data
Written by— Charles Wheelan
As per the name we can take an idea that this statistics book is written in a funny manner. This book is almost for everyone. Even if you hate the statistics, but you will definitely love this book.
In other words, you need not if you are not good with statistics data, you would like this remarkable book. This book is quite engaging for all the statistics students. This book will help you to learn why statistics is, along with precise almost every topic of statistics.
Summary of this best statistics books for data science
Because of his comic style book, the author is a best seller writer. He shows the real-life data. He has also shown free statistical tools in his statistics book.
It will help the students to clear all their doubts and answer almost every question which can come into the students’ mind. He has clear the statistics concept clearly.
5 OpenIntro Statistics
Written by-David M Diez, Mine Çetinkaya-Rundel, and Christopher D Barr
Statistics is the most complex subject for students. If its concepts are not written clearly in the books, then it could be overwhelming for the students. Even the students will not learn anything from the book. The book can become garbage for the students.
The author of this book keep this into his mind and write a simple words statistics book. He has also taken care of that the written content is well written and clear.
This book is kind of a gold mine who has good command over maths and looking to learn stats at a rapid pace. All the statistics concept is cleared with proper details.
Summary of this book about statistics
This book covers free and easy to use tools and techniques. The techniques can easily be modified as per the requirements. The author believes that probability is just an option. On the other hand, the conclusion is the key. The best way to get the key is by analyzing the real world data.
6. Head First Statistics – A Brain-Friendly Guide
Written By – Dawn Griffiths
O’Reilly Media is one of my favorite publications in the world. The way they present the topic is quite interesting. All the books of these publications are beginner friendly and you will love all its books when you start learning from these books. Now let’s talk about this book. This book offers you the best way to learn about histograms, probability distributions, chi square test, z scores and many more topics of statistics. If you are in high school then you should have a look on this book to clear your statistics exam like a pro.
Summary of best book on statistics
Head first statistics has made this tough subject into the super easy subject with the help of engaging and interactive materials. Here in this book you will find the puzzles, stories, quizzes, visual diagrams and the best among the best is real life examples. This book is not limited to the students; even a professional will also enjoy this book.
You will get good command over statistics and even implement it in our real life all because of this awesome book. This statistics book also covers the basics of data visualizations with the help of graphs and plots. Here you learn the basic statistics means, median mode to the advanced probability distributions. Some of the more topics covered with this book are binomial distribution, geometric, poisson distribution, regression, correlation, sampling, hypothesis and much more.
7. Think Stats Probability and Statistics for Programmers
Written By – Allen B. Downey
Think Stats book is for programmers. If you want to grow your career in statistics as a programmer then Think Stats is the best book for you. Here you will learn the probability and statistics for Python programming. This book is not for the beginners you are going to start their education in statistics. This book offers the simple techniques that are used to explore the real data sets.
It also answers the most critical questions that come in Python programmers’ minds. This book is written by the writer of O’Reilly Media. But it is freely available to you under the Creative Commons license. But you can;t use it for commercial purposes. Even you can make changes in this book in the live version that is available on greenteapress. In fact, this statistics book is distributed by greenteapress.
Summary of best statistics book
In the introduction phase, I have already mentioned that this book is not for beginners. But some of the python programming beginners can start with this book to learn probability and statistics for python. Even if you already have basic skills in Python then you can learn the basic concepts of probability and statistics more easily than other students. This statistics book is based on the Python libraries which includes PMFs and CDFs libraries. Here you will find lots of short programs that will help you to clear your concept easily.
8. The Cartoon Guide to Statistics
Written By – Woollcott Smith
This book is published by larrygonick. As the name reflects what you will get in this statistics book. The author of this book is known for the comic version of the educational books. They have published plenty of books in history, science and other subjects. If you hate statistics the most then this book will turn you hate into love with interesting comic form material.
Summary of best book about statistics
Here is this book you will learn everything about statistics with the help of comic diagrams. This book covers almost everything about statistics. With the help of this cartoon guide you will learn the basics of probability, data sets, random variables, binomial distributions, sampling and much more. It also covers all the formulas of these statistics topics. In contrast we can say that it is the real statistics books for beginners.
9. Statistics II for Dummies
Written by – Deborah J. Rumsey
Statistics 2nd for dummies is the book for dummies. They are known for their best materials. Most of the universities recommend the books for Dummies. Because they cover every topic with perfection. Here in this book you will learn the practical explanation of statistical ideas, techniques, formulas and calculations. Here you will also learn how statistics is applicable in our life with the help of examples.
Summary of Best book of statistics
With this great statistics book you will learn how to interpret and critique graphs and charts in statistics. You will also learn the probability,confidence intervals. hypothesis test, statistical formulas, and much more..Here you will find all the latest examples. Apart from that there is an additional benefit for the students because they will get the free advice to take the real world problems in statistics.In contrast this book makes you ready for the statistics job.
10. All of Statistics A Concise Course in Statistical Inference
Written by: Larry Wasserman
If you have no time to learn probability and statistics then this book is for you. This book is published by Springer publication. Here you will learn most of the statistics concept with just a single book. This book is specially designed for students, researchers, computer scientist, data mininig students and machine learning students. In other words with these books you can learn from the basic statistics to the advanced level.
Summary of this best books about statistics
This book covers more topics than any other book in the world. With this book you will cover almost everything about statistics. Here you will learn some of the advanced topics i.e. nonparametric curve estimation, bootstrapping and classification. It covers all your statistics course material. You can start to learn from this if you are a beginner to statistics and probability. The graduate and undergraduate students will also find it beneficial for them. This book is amazing for the students who want to enhance their career in statistics.
All the books mentioned above are the best statistics books in the world. If you start reading these awesome books from today, you will have a better command over statistics within a few weeks.
Statistics is one of the crucial branch of mathematics. It is used to perform various operation on data to get the desired results from the data.