Think STATS - 2nd Edition by Allen Downey (Paperback)

This book is a comprehensive introduction to statistical analysis using Python programming language.

It provides a step-by-step guide on how to perform exploratory data analysis, including collecting data, generating statistics, identifying patterns, and testing hypotheses.

The author uses a single case study throughout the book, allowing readers to learn the entire process of statistical analysis computationally.

The book covers new chapters on regression, time series analysis, survival analysis, and analytic methods, providing readers with a deeper understanding of probability and statistics.

With this book, readers can develop an understanding of probability and statistics by writing and testing code, run experiments to test statistical behavior, and import data from most sources with Python.

This book is perfect for anyone looking to gain a solid understanding of statistical analysis using Python programming language.