# Useful tutorials and visualizations

## Linear model with normally distributed residuals:

## Linear model with other residuals distribution:

## Non-linear models:

## General additive model:

- a great tutorial

## Mixed effect models (using lm4):

nice visualization to understand the process behind Mixed-effect models

## Structural Equation Modeling:

the Bible for SEM: Jon Lefcheck book

## Spatio-temporal analyses with R:

## Bayesian statistics:

lecture using Stan

## Machine learning

- Amazing visualization to understand and use machin learning analyses website