An Introduction to Statistics: Book Review

Learn all about An Introduction to Statistics: An Active Learning Approach in our review. Find out how it teaches you statistics using practical examples.

Alan Walker-

Published on 2023-06-15


An Introduction to Statistics: An Active Learning Approach 2nd Edition by Kieth Alton Carlson and Jennifer R. Winquist is an insightful book that presents statistics in a dynamic and interactive manner. With its emphasis on active learning, this book offers a comprehensive introduction to the subject, making it an excellent resource for students and professionals alike. In this review, we will explore the key features, benefits, and drawbacks of this book, providing you with an informed perspective.

Engaging Learning Experience:

The authors have masterfully crafted a book that encourages active learning. The interactive approach adopted in "An Introduction to Statistics" helps readers grasp complex statistical concepts more effectively. Engaging exercises, thought-provoking questions, and real-world examples foster a deeper understanding of the material, making the learning process enjoyable and rewarding.

Comprehensive Coverage:

This book offers a comprehensive exploration of statistics, covering a wide range of topics including probability, data analysis, hypothesis testing, and regression analysis. The content is well-structured, providing a solid foundation for beginners while also delving into more advanced concepts. The authors strike a balance between theory and application, making it suitable for both academic study and practical use.

Clear and Accessible Writing Style:

One of the book's strengths lies in its clear and accessible writing style. The authors have taken great care to explain complex statistical concepts in a manner that is easily understandable, even for readers with limited prior knowledge. The use of everyday language and real-life examples enhances comprehension, ensuring readers can grasp the material without feeling overwhelmed.

Practical Application of Concepts:

"An Introduction to Statistics" goes beyond theory by emphasizing the practical application of statistical concepts. The book includes numerous real-world examples and case studies that demonstrate how statistics can be applied in various fields such as business, social sciences, and healthcare. This practical approach helps readers connect statistical theory with its real-life significance, making the subject more relevant and engaging.

Exercises and Examples:

To reinforce learning, the book provides a wide range of exercises and examples. These exercises vary in difficulty and cover different aspects of statistics, allowing readers to practice and solidify their understanding. The inclusion of step-by-step solutions and explanations for selected exercises is particularly helpful, enabling self-assessment and reinforcing key concepts.

Interactive Resources:

The book is complemented by a variety of interactive resources, such as online quizzes, datasets, and supplementary materials. These resources enhance the learning experience, providing additional opportunities for practice and exploration. The inclusion of such resources demonstrates the authors' commitment to supporting readers in their statistical journey.

Areas for Improvement:

While "An Introduction to Statistics" is an outstanding book overall, there are a few areas that could be further improved. The inclusion of more visual aids, such as graphs and charts, could enhance the understanding of certain concepts. Additionally, a more detailed index and glossary would be beneficial for quick reference and review.

Feedback and Review:

An Introduction to Statistics: An Active Learning Approach 2nd Edition has garnered a well-deserved rating of 4.3 stars, based on 161 ratings and 22 reviews. The positive reception is a testament to the book's quality and usefulness in the field of data science. Readers appreciate Kieth Alton Carlson and Jennifer R. Winquiste’s ability to simplify complex topics without sacrificing the depth of the material. 

The book's clear organization and engaging writing style contribute to an enjoyable learning experience. There are some pros and cons of this book which are analyzed based on the feedback from readers. These pros and cons will help you to know more about this book. For example a reader of this book says,

“This is a really well done textbook. The questions and problems are well integrated into the chapters. If you work your way through the exercises, you will have learned everything thoroughly. It is easy to understand and has about the right amount of repetition and work sets to emphasize the material. Really well done.”


  1. This book has an engaging and interactive approach to learn statistics.
  2. It covers a wide range of concepts in detail with examples
  3. It has a clear and accessible writing style that is easy to understand.
  4. This book emphasizes the practical application of statistical concepts in real-world scenarios.
  5. This book offers interactive resources such as online quizzes and supplementary materials
  6. It is suitable for both beginners and those seeking a deeper understanding of statistics.


  1. This book has limited use of visual aids, such as graphs and charts, which could enhance comprehension.
  2. Index and glossary could be more detailed for quicker reference and review.
  3. The e-version of this book is very poor. You can’t read from the given figures.
  4. Although this book has good content, it does not explain everything very well.


Paperback: $88.67


"An Introduction to Statistics: An Active Learning Approach 2nd Edition" is an exceptional resource that offers an engaging and comprehensive introduction to statistics. With its interactive approach, clear writing style, and practical application of concepts, this book provides a solid foundation for statistical understanding. While there are a few areas that could be enhanced, the overall quality of the content and the learning experience make it a highly recommended resource for students and professionals seeking to develop their statistical knowledge.

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