Statistical Books
Comprehensive textbooks and guides covering statistical methods, data analysis, and R programming. Each book is designed with practical examples and real-world applications to enhance your learning experience.
4 Books Available
Self-Paced Learning
Free Access
Introduction to Reproducible Research
Data Analysis with R
Intermediate
Published
A comprehensive guide to reproducible research practices using R, covering statistical methods, data visualization, and best practices for scientific computing. This book provides practical examples and real-world applications for researchers and data scientists.
Clievins Selva
8-12 hours
12 chapters
Updated 12/15/2024
250 pages
Reproducible Research
R Programming
Data Analysis
Statistics
Scientific Computing
Statistical Foundations
A Modern Approach to Data Analysis
Intermediate
Published
Comprehensive guide to statistical methods and their applications in modern data science. Covers descriptive statistics, probability theory, hypothesis testing, and regression analysis with practical R examples and real-world case studies.
Clievins Selva
8-10 hours
12 chapters
Updated 3/10/2024
280 pages
Statistics
R
Data Analysis
Probability
Hypothesis Testing
Bayesian Methods Guide
From Theory to Practice
Advanced
Published
Deep dive into Bayesian statistical methods, covering prior distributions, posterior inference, MCMC sampling, and hierarchical models with Stan and R implementations. Includes practical examples and computational techniques.
Clievins Selva
12-15 hours
15 chapters
Updated 3/5/2024
350 pages
Bayesian
MCMC
Stan
R
Advanced
Hierarchical Models
R for Data Science
Complete Practical Guide
Beginner
In Progress
Learn R programming from scratch with a focus on data science applications. Covers data manipulation, visualization, modeling, and reproducible research practices with hands-on exercises and projects.
Clievins Selva
10-12 hours
18 chapters
Updated 4/1/2024
320 pages
R Programming
Data Science
Visualization
dplyr
ggplot2
Tidyverse
Featured Publication
All books are created using bookdown for the best reading experience with interactive elements, cross-references, and professional formatting. Each publication includes practical examples, code snippets, and real-world applications to enhance your learning journey.