## Structural equation modelling with lavaan

Confirmatory factor analysis, path analysis and structural equation models in R.

## Introduction to Shiny

Shiny is a tool for creating interactive dashboards and web apps from R.

## Bayesian modelling with Stan

Introduction to Stan, rstan and brms for multi-level Bayesian regession modelling.

## Collaboration, version control and learning to commit

Step by step guide on using GitHub and RStudio for collaborative analysis.

## Wrangling data the right way with R

Tips on data manipulation with the packages data.table, dplyr and tidyr, including reshaping data, creating lagged variables and preparing data for survival analysis.

## The Grammar of Graphics

A philosophy for data visualisation, based on the foundations formalised in Leland Wilkinson's seminal book, now implemented in various software packages.

## Best practices for building baseline tables

Tips and tricks for generating tabular summaries efficiently and reproducibly using R.

## Literate Programming in R Markdown

R Markdown is a tool for generating richly documented, reproducible analyses.
This worksheet introduces the basic steps in creating an R Markdown document.