APES
Statistics
Descriptive statistics
Explorative data analysis
Summary statistics and correlations
Inferential statistics
Hypothesis testing
Analysis of variance (ANOVA)
Linear regression
Generalized linear models (GLM)
Advanced topics
Mixed models
Advanced regression models
Model selection
Hierarchical statistical models
Multivariate statistics
Nonparametric methods
Machine Learning
References
R
Getting started with R
Data in R
Functions and packages
Programming with R
Creating Reports and Presentations with R
Package development
Solving problems and getting help
Hubs
Bayesian statistics
GIS
Programming
statistical analysis plan
Circular Statistics
Experimental design
Reproducibility
Spatial analysis
A curriculum for statistics
Time series methods
Checklists
Analysing data - a checklist
Common statistical mistakes
Planning an experiment or field study
Choose an analysis
Glossary
Hubs
Programming
Programming
http://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.1001745#s8