Best Books on Statistics

Top 13 Best Books on Statistics for Beginners to Advanced

A lot of learners are interested in learning the concepts of statistics. I will discuss the best books on statistics, so stay tuned to this blog.

Statistical knowledge is the skill of learning from data. Having a good understanding of statistics helps you gather and analyze data effectively. 

The process of statistics is crucial to the making of scientific discoveries, making data-based decisions, and making predictions. In addition to helping you better understand a subject, statistics also helps you learn more about it. Personally, I feel statistics is an exciting field regarding the fun of discovery, learning, and difficult assumptions.

You can enhance your  knowledge by starting reading the Best Books on statistics to get to know the concepts of statistics. 

Overview

What does statistics mean ?


“Statistics is the aggregate of facts affected to a marked extent by the multiplicity of causes, numerically expressed, enumerated or estimated according to reasonable standards of accuracy, collected in a systematic manner for a predetermined purpose and placed in relation to each other.”                                                                      —  Prof. Horace Secrist                                                                             (American author)                                        

Characteristics of Statistics

The essential traits of Statistics are as follows:

  • Statistics are numerically expressed.
  • It has a combination of facts.
  • Data is accumulated in systematic order.
  • Data is gathered for a deliberate purpose.

Best books on statistics

Are you struggling to learn statistics? Here are the best books on statistics you can find :  

For Beginners

I. Naked Statistics

Stripping The Dread From The Data

Price : ₹1,049 (Amazon price as of 3 November 2022)

Author : Charles Wheelan

Rating : (4.5 out of 5)

II. An Introduction to Statistical Learning

Price : ₹600 (Amazon price as of 3 November 2022)

Author :Gareth James

Rating : (4.5 out of 5)

This book is also available on KINDLE. 

III. Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python

Price : ₹3,701(Amazon price as of 3 November 2022)

Author :Andrew Bruce

Rating : (4.5 out of 5)

This book is also available on KINDLE.

IV. Think Stats Probability and Statistics for Programmers

Price : ₹2,431 (Amazon price as of 3 November 2022) 

Author : Allen B. Downey

Review : ( 4 out of 5 )

This book is also available on KINDLE.

V. Statistics II for Dummies

Price : ₹1,808 (Amazon price as of 3 November 2022)

Author : Deborah J. Rumsey 

Rating : (4.5 out of 5)

For Intermediate Learners

I. Intermediate Statistics: A Modern Approach, Third Edition

Author:  James P. Stevens (Author)

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Price: ₹ 5,487  (Amazon price as of 3 November 2022) 

Rating:(4.5 out of 5)

This book is also available on KINDLE.

II. Statistical Inference

Author: George Cassella And Roger L. Berger

Price: ₹ 671  (Amazon price as of 3 November 2022) 

Rating:(4.5 out of 5)

This book is also available on KINDLE.

III. All of Statistics

Author: Larry Wasserman

Price:  ₹6,202(Amazon price as of 3 November 2022) 

Rating:(4.5 out of 5)

This book is also available on KINDLE.

IV. IBM SPSS for Introductory Statistics: Use and Interpretation, Fifth Edition

Author: George A. Morgan 

Price: ₹1,906  (Amazon price as of 3 November 2022) 

Rating:(4.5 out of 5)

This book is also available on KINDLE.

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V. Intermediate Statistics: A Conceptual Course 1st Edition

Author:by Brett W. Pelham  

Price: ₹   (Amazon price as of 3 November 2022) 

Rating:(4.3 out of 5)

This book is also available on KINDLE.

For Advanced Learners

I. Statistics, 4th Edition 

Author:  David Freedman,Robert Pisani,Roger Purves

Price: ₹ $25.77 – $132.95(Amazon price as of 3 November 2022) 

Rating:(3.7 out of 5 )

This book is also available on KINDLE.

II. Forecasting: Methods and Applications 3rd Edition

Author: Spyros G. Makridakis 

Price: $29.62  (Amazon price as of 3 November 2022) 

Rating:(4.4 out of 5)

This book is also available on KINDLE.

III. Multiple Regression And Beyond 1st Edition

Author: Timothy Z. Keith

Price:$16.93  (Amazon price as of 3 November 2022) 

Rating:(4.3 out of 5)

This book is also available on KINDLE.

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IV. Applying Contemporary Statistical Techniques 

Author: Rand R. Wilcox 

Price: $36.33 – $113.00 (Amazon price as of 3 November 2022) 

Rating:(4.2 out of 5)

This book is also available on KINDLE.

V. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Author:  Trevor Hastie , Robert Tibshirani , Jerome Friedman 

Price:$67.49 – $67.69  (Amazon price as of 3 November 2022) 

Rating: (4.6 out of 5)

This book is also available on KINDLE.

Wrap up

The field of statistics, which has the potential to impact every aspect of our life, is constantly developing. These books are your starting point and to become an expert you should master advanced level books that are also mentioned in this blog . if you’re wanting to get a footing in the field of statistics and learn what you need to know for a rapid start.

If you feel that you have other best books on statistics for beginners, intermediate and advanced  who can help them, then please comment in the comment section..

Frequently Asked Questions (FAQ)

What are the uses of statistics in actual life?

Statistics is a fundamental part of our lives. It is used withinside ( inner side)  the place of work and normal life. In the place of job, records are frequently used to examine what works high-quality for a company’s advertising approach or the way to distribute paintings amongst employees. In each day of life, records may be used to examine what meals you can purchase at the grocery shop or how much cash you spend on buying every week. Statistics are everywhere, and that they assist us make us feel the sector around us.

What are the maximum essential ideas protected in records?

The maximum essential ideas protected in Statistics consist of mean, median, mode, range, and general deviation.

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