List of Tables
List of Figures
Preface
Chapter 1 Visualizing Data
Chapter 2 Summary statistics and distributions
Chapter 3 Probability
Chapter 4 Hypothesis tests for means and variances
Chapter 5 Inference for counts and proportions
Chapter 6 Inference for two-way tables
Chapter 7 Sample size and statistical power
Chapter 8 Linear regression
Chapter 9 Multiple regression
Chapter 10 Analysis of variance
Chapter 11 Analysis of covariance
Chapter 12 Logistic regression
Chapter 13 Count regression
Chapter 14 Linear mixed models
Chapter 15 Communicating statistical results with visualizations
Appendix
Biography
Matthew Russell is a forest analytics consultant at Arbor Custom Analytics LLC where he uses data to solve natural resources problems. He is the author/co-author of more than 75 peer-reviewed publications focused on applied forestry research. He has conducted extensive research and teaching on topics related to forest modeling and statistics. He regularly offers short courses and workshops on data science and R for natural resources and environmental professionals.
