These pages have some introductions to a wide range of commonly used statistical analyses in the environmental sciences.

Some simple hypothesis tests with the t statistic:

Linear models:

Generalised linear models:

Mixed models:

Generalised additive models

Categorical data analyses:

Power analyses: calculating power and deciding on sample sizes

Introduction to mvabund: model-based analysis of multivariate abundance data

Forecasting with time series


Last updated: Feb 2022