A proven textbook based on materials developed over the last decade to teach linear, generalized, and mixed model analysis to students of ecology, evolution, and environmental studies. While R is used throughout, the focus is firmly on statistical analysis.
Inhaltsverzeichnis
- 1: Introduction
- 2: Motivation
- 3: Description
- 4: Reproducible Research
- 5: Estimation
- 6: Linear Models
- 7: Regression
- 8: Prediction
- 9: Testing
- 10: Intervals
- 11: Analysis of Variance
- 12: Factorial Designs
- 13: Analysis of Covariance
- 14: Linear Model Complexities
- 15: Generalized Linear Models
- 16: GLMs for Count Data
- 17: Binomial GLMs
- 18: GLMs for Binary Data
- 19: Conclusions
- 20: A Very Short Introduction to R