Package: pgee.mixed 0.1.0
Ved Deshpande
pgee.mixed: Penalized Generalized Estimating Equations for Bivariate Mixed Outcomes
Perform simultaneous estimation and variable selection for correlated bivariate mixed outcomes (one continuous outcome and one binary outcome per cluster) using penalized generalized estimating equations. In addition, clustered Gaussian and binary outcomes can also be modeled. The SCAD, MCP, and LASSO penalties are supported. Cross-validation can be performed to find the optimal regularization parameter(s).
Authors:
pgee.mixed_0.1.0.tar.gz
pgee.mixed_0.1.0.tar.gz(r-4.5-noble)pgee.mixed_0.1.0.tar.gz(r-4.4-noble)
pgee.mixed_0.1.0.tgz(r-4.4-emscripten)pgee.mixed_0.1.0.tgz(r-4.3-emscripten)
pgee.mixed.pdf |pgee.mixed.html✨
pgee.mixed/json (API)
NEWS
| # Install 'pgee.mixed' in R: |
| install.packages('pgee.mixed', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kaos42/pgee.mixed/issues
Last updated 8 years agofrom:fb77dbdb36. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 23 2024 |
| R-4.5-linux-x86_64 | OK | Oct 23 2024 |
Exports:cv.pgeegen_mixed_datapgee.fit
Dependencies:ADGofTestcolorspacecopulagsllatticeMatrixmvtnormnumDerivpcaPPpsplineRcppRcppArmadillostabledist
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cross validation for Penalized Generalized Estimating Equations | cv.pgee |
| Generate correlated bivariate mixed outcome data | gen_mixed_data |
| Penalized Generalized Estimating Equations | pgee.fit |
| pgee.mixed: Penalized Generalized Estimating Equations for Bivariate Mixed Outcomes | pgee.mixed-package pgee.mixed |
