Basic R

Reproducible research (Rmarkdown and knitr)

Data processing

Data visualization

Generalized linear models

• Simple linear regression (Gausian)
• Logistic regression (Binomial)
• Poisson regression (Poisson)
• Multiple regression (Gaussian)
• Poisson single factor anova (Poisson)

Generalized linear mixed effects models

• Randomized Complete Block (Gausian)
• Split plot (Gausian)
• Split plot (Gausian)
• Randomized Complete Block (Binomial)
• Split plot (Zero-inflated Negative Binomial)
• Split plot (Gaussian)
• Split plot (Gamma)

Generalized Additive models

Regression trees

Bayesian analyses

Multivariate analyses