R implementations

IDA report for regression models

Bacteremia data set by Georg Heinze

https://stratosida.github.io/regression-regrets/

This example is also discussed with R code by Frank Harrell in Regression Modelling Strategies: https://hbiostat.org/rmsc/bacteremia

IDA report for longitudinal studies

Grip strength data set from the SHARE project

https://stratosida.github.io/longitudinal/

Teaching a workflow for regression analyses: Pokémon case study

1. Pokémon data

• Curated Data tsv

• Pokémon R data set after IDA Rdata

• Pokémon data dictionary Dictionary xlsx

2. Statistical analysis plan (SAP)

• SAP version 1

• SAP version 2 - updated after IDA

3. Initial data analysis (IDA) report

• IDA report – html

• IDA report – R markdown (download)

• Additional IDA – html

• Additional IDA – R markdown (download)

4.  Regression analysis report -main data analysis (MDA)

• MDA report – html

• MDA report – R markdown (download)

• Additional MDA – html

• Additional MDA – R markdown (download)