Moscarelli M. Biostatistics With 'R'. A Guide for Medical Doctors 2023

Textbook in PDF format

This book aims not only to introduce fundamental biostatistics topics but to explain them through R-project (R-studio). 'R' is perhaps the more used statistical software in the medical field. It is structured as a 'scientific journey' and comes with a sham yet realistic dataset ready to be analysed. The dataset along with the R-script can be downloaded from GitHub, and each chapter has dedicated scripts that will enhance the understanding of R and biostatistics. Specifically designed for whoever works in the medical-academic environment, this practical guide will help the reader to become familiar with basic to advanced biostatistics topic (descriptive - analysis / regression etc.) and to gain solid knowledge of R.
Introduction
How “R” Works
Exploratory Data Analysis in “R”
Data Types in “R”
Data Distribution
Precision, Accuracy and Indices of Central Tendency
Correlation
Hypothesis Testing
Linear Regression
Logistic Regression
Time-to-Event Analysis
Propensity Score Matching