Package: MaximinInfer 2.0.0
Zhenyu Wang
MaximinInfer: Inference for Maximin Effects in High-Dimensional Settings
Implementation of the sampling and aggregation method for the covariate shift maximin effect, which was proposed in <arxiv:2011.07568>. It constructs the confidence interval for any linear combination of the high-dimensional maximin effect.
Authors:
MaximinInfer_2.0.0.tar.gz
MaximinInfer_2.0.0.tar.gz(r-4.5-noble)MaximinInfer_2.0.0.tar.gz(r-4.4-noble)
MaximinInfer_2.0.0.tgz(r-4.4-emscripten)MaximinInfer_2.0.0.tgz(r-4.3-emscripten)
MaximinInfer.pdf |MaximinInfer.html✨
MaximinInfer/json (API)
| # Install 'MaximinInfer' in R: |
| install.packages('MaximinInfer', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:75cbda1430. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 20 2024 |
| R-4.5-linux | OK | Nov 20 2024 |
Exports:decide_deltaInferMaximinmeasure_instability
Dependencies:bitbit64clicodetoolsCVXRECOSolveRforeachglmnetgmpintervalsiteratorslatticeMASSMatrixosqpR6RcppRcppEigenRmpfrscsshapeSIHRsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Decide ridge penalty data-dependently | decide_delta |
| Inference method | Infer |
| Returns a list that provides materials for later inference method. | Maximin |
| measurement of instability | measure_instability |