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Biostatistics_laboratory

eBook here

Biostatistics Using R: A Laboratory Manual

Authors include: Raisa Hernández-Pacheco, Alexis A Diaz, earthdatascience.org, Luna L. Sanchez Reyes, and Emily Jane McTavish, plus modifications and new chapters by Jenna TB 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

Chapter 15 - Spatial analyses

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