Package: sprintr 0.9.1
Guo Yu
sprintr: Sparse Reluctant Interaction Modeling
An implementation of a computationally efficient method to fit large-scale interaction models based on the reluctant interaction selection principle. The method and its properties are described in greater depth in Yu, G., Bien, J., and Tibshirani, R.J. (2019) "Reluctant interaction modeling", which is available at <arxiv:1907.08414>.
Authors:
sprintr_0.9.1.tar.gz
sprintr_0.9.1.zip(r-4.5)sprintr_0.9.1.zip(r-4.4)sprintr_0.9.1.zip(r-4.3)
sprintr_0.9.1.tgz(r-4.4-x86_64)sprintr_0.9.1.tgz(r-4.4-arm64)sprintr_0.9.1.tgz(r-4.3-x86_64)sprintr_0.9.1.tgz(r-4.3-arm64)
sprintr_0.9.1.tar.gz(r-4.5-noble)sprintr_0.9.1.tar.gz(r-4.4-noble)
sprintr_0.9.1.tgz(r-4.4-emscripten)sprintr_0.9.1.tgz(r-4.3-emscripten)
sprintr.pdf |sprintr.html✨
sprintr/json (API)
NEWS
| # Install 'sprintr' in R: |
| install.packages('sprintr', repos = c('https://hugogogo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hugogogo/sprintr/issues
Last updated 3 years agofrom:7a4120c862. Checks:OK: 1 WARNING: 6 ERROR: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win-x86_64 | WARNING | Nov 03 2024 |
| R-4.5-linux-x86_64 | WARNING | Nov 03 2024 |
| R-4.4-win-x86_64 | WARNING | Nov 03 2024 |
| R-4.4-mac-x86_64 | ERROR | Nov 03 2024 |
| R-4.4-mac-aarch64 | WARNING | Nov 03 2024 |
| R-4.3-win-x86_64 | WARNING | Nov 03 2024 |
| R-4.3-mac-x86_64 | ERROR | Nov 03 2024 |
| R-4.3-mac-aarch64 | WARNING | Nov 03 2024 |
Exports:cv.sprinterextract_inter_indicesget_lambdahier_lassomyscalescreen_cppscreen_sparse_cppsis_lassosprinter
Dependencies:codetoolsforeachglmnetiteratorslatticeMatrixRcppRcppArmadilloRcppEigenshapesurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Running sprinter with cross-validation | cv.sprinter |
| Two-stage hierarchical lasso | hier_lasso |
| Plot function of cv.sprinter fit | plot.cv.sprinter |
| Plot function of sprinter fit | plot.sprinter |
| Calculate prediction from a 'cv.sprinter' object. | predict.cv.sprinter |
| Calculate prediction from a 'other' object. | predict.other |
| Calculate prediction from a 'sprinter' object. | predict.sprinter |
| Print the cross validation information of cv.sprinter | print.cv.sprinter |
| Print a summary of the sprinter fit | print.sprinter |
| Sure Independence Screening in Step 2 | screen_cpp |
| Sure Independence Screening in Step 2 for sparse design matrix | screen_sparse_cpp |
| Sure independence screening followed by lasso | sis_lasso |
| Reluctant Interaction Modeling | sprinter |