Project: IDA for regression

Project description

The objective is to provide examples on conducting initial data analysis (IDA) in a reproducible manner in the context of intended regression analyses.

Authors: Marianne Huebner, Georg Heinze, Mark Baillie (others TBN)

This is a joint project between the Topic Groups 2 and 3 of the STRATOS Initiative.

Project status: ACTIVE

Project outcomes:

  1. IDA reports for three open access datasets to illustrate steps 3 and 4 of the IDA framework

  2. IDA strategy for each of the examples

  3. Explanation and elaboration of potential consequences to the SAP as a result of IDA findings (step 5 of IDA framework)

  4. Recommendations for reporting of IDA for regression analyses (step 6 of IDA framework)

  5. Manuscript with scope of regression model, results and consequences of IDA

Supplementary material

All R code will be made publicy available. All data set already are or will be publicly available.

Invited talk at Annual Conference of the International Society of Clinical Biostatistics (ISCB) 2020. Link to Video

Poster presentation at MEMTAB 2020.