Biostatistics Using R: A Laboratory Manual

Authors include:

Raisa Hernandez-Pacheco, Alexis A Diaz, earthdatascience.org, Luna L. Sanchez Reyes, and Emily Jane McTavish, plus modifications and new chapters by Jenna T. B. Ekwealor for BIOL 710 at San Francisco State University.

Chapter 1: Introduction to R and RStudio

Chapter 2: Data sampling, accuracy, and precision

Chapter 3: Visualizing data

Chapter 4: Probability distributions

Chapter 5: Hypothesis testing

Chapter 6: Population proportions and the binomial distribution

Chapter 7: The normal distribution

Chapter 8: Comparing two means: t-test

Chapter 9: One-way analysis of variance

Chapter 10: Two-way analysis of variance

Chapter 11: Correlation and regression analyses

Chapter 12: Generalized linear models

Chapter 13: Population genetics

Chapter 14: Phylogenetics