capr

R package for the Covariate Assited Principal Regression paper using Armadillo.

Project Roadmap

Current Focus (Version 0.2)

• Implement core functionality using Armadillo and C++ 17
  • core CAP regression algorithms
  • bootstrap
  • S3 print and summary mehtods
  • S3 plot and select the number of components
  • the FG algorithm and variant

Future Releases

• High dimensional CAP
• Longitudinal CAP