Package: Renvlp 3.4.5
Minji Lee
Renvlp: Computing Envelope Estimators
Provides a general routine, envMU, which allows estimation of the M envelope of span(U) given root n consistent estimators of M and U. The routine envMU does not presume a model. This package implements response envelopes, partial response envelopes, envelopes in the predictor space, heteroscedastic envelopes, simultaneous envelopes, scaled response envelopes, scaled envelopes in the predictor space, groupwise envelopes, weighted envelopes, envelopes in logistic regression, envelopes in Poisson regression envelopes in function-on-function linear regression, envelope-based Partial Partial Least Squares, envelopes with non-constant error covariance, envelopes with t-distributed errors, reduced rank envelopes and reduced rank envelopes with non-constant error covariance. For each of these model-based routines the package provides inference tools including bootstrap, cross validation, estimation and prediction, hypothesis testing on coefficients are included except for weighted envelopes. Tools for selection of dimension include AIC, BIC and likelihood ratio testing. Background is available at Cook, R. D., Forzani, L. and Su, Z. (2016) <doi:10.1016/j.jmva.2016.05.006>. Optimization is based on a clockwise coordinate descent algorithm.
Authors:
Renvlp_3.4.5.tar.gz
Renvlp_3.4.5.tar.gz(r-4.5-noble)Renvlp_3.4.5.tar.gz(r-4.4-noble)
Renvlp_3.4.5.tgz(r-4.4-emscripten)Renvlp_3.4.5.tgz(r-4.3-emscripten)
Renvlp.pdf |Renvlp.html✨
Renvlp/json (API)
# Install 'Renvlp' in R: |
install.packages('Renvlp', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Berkeley - Berkeley Guidance Study Data
- NJdata - New Jersey Open Covid-19 Dataset
- amitriptyline - Amitriptyline Data
- concrete - Concrete Slump Test Dataset
- fiberpaper - Pulp and Paper Data
- horseshoecrab - Horseshoe Crab Data
- sales - Sales staff Data
- vehicles - Automobile Dataset
- waterstrider - Water strider data
- wheatprotein - Wheat Protein Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:6fe7c0178f. Checks:OK: 1 NOTE: 1. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 18 2024 |
R-4.5-linux | NOTE | Dec 18 2024 |
Exports:boot.envboot.env.apweightsboot.env.tcondboot.epplsboot.genvboot.henvboot.logit.envboot.penvboot.pois.envboot.rrenvboot.rrenv.apweightsboot.senvboot.stenvboot.sxenvboot.xenvcv.envcv.env.apweightscv.env.tcondcv.epplscv.genvcv.henvcv.logit.envcv.penvcv.pois.envcv.rrenvcv.rrenv.apweightscv.senvcv.stenvcv.sxenvcv.xenvd.selectenvenv.apweightsenv.tcondepplsfelmdirfelmKLgenvhenvlogit.envpenvpois.envpred.envpred.env.apweightspred.env.tcondpred.epplspred.felmdirpred.felmKLpred.genvpred.henvpred.logit.envpred.penvpred.pois.envpred.rrenvpred.rrenv.apweightspred.senvpred.stenvpred.sxenvpred.xenvpred2.envrrenvrrenv.apweightssenvstenvsxenvtestcoef.envtestcoef.env.apweightstestcoef.env.tcondtestcoef.genvtestcoef.henvtestcoef.logit.envtestcoef.penvtestcoef.pois.envtestcoef.rrenvtestcoef.rrenv.apweightstestcoef.senvtestcoef.stenvtestcoef.sxenvtestcoef.xenvu.envu.env.apweightsu.env.tcondu.epplsu.felmdiru.felmKLu.genvu.henvu.logit.envu.penvu.pois.envu.pred2.envu.rrenvu.rrenv.apweightsu.senvu.stenvu.sxenvu.xenvweighted.envweighted.penvweighted.pred.envweighted.xenvxenv
Dependencies:latticeMatrixmatrixcalcorthogonalsplinebasisplsRsolnptruncnorm