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Renvlp  

Computing Envelope Estimators
View on CRAN: Click here


Download and install Renvlp package within the R console
Install from CRAN:
install.packages("Renvlp")

Install from Github:
library("remotes")
install_github("cran/Renvlp")

Install by package version:
library("remotes")
install_version("Renvlp", "3.4.5")



Attach the package and use:
library("Renvlp")
Maintained by
Minji Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-18
Latest Update: 2023-04-19
Description:
Provides a general routine, envMU, which allowsestimation 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.
How to cite:
Minji Lee (2018). Renvlp: Computing Envelope Estimators. R package version 3.4.5, https://cran.r-project.org/web/packages/Renvlp
Previous versions and publish date:
2.5 (2018-01-18 18:46), 2.6.5 (2019-02-27 21:00), 2.6 (2019-02-19 22:30), 2.7 (2019-07-23 00:30), 2.8 (2020-03-16 12:00), 2.9 (2020-11-15 06:40), 3.0 (2021-09-11 07:00), 3.1 (2022-05-13 10:40), 3.2 (2022-08-07 23:10), 3.3 (2023-01-07 20:40), 3.4 (2023-04-19 22:50)
Other packages that cited Renvlp R package
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Other R packages that Renvlp depends, imports, suggests or enhances
Functions, R codes and Examples using the Renvlp R package
Some associated functions: Berkeley . NJdata . Renvlp . amitriptyline . boot.env.apweights . boot.env . boot.env.tcond . boot.eppls . boot.genv . boot.henv . boot.logit.env . boot.penv . boot.pois.env . boot.rrenv.apweights . boot.rrenv . boot.senv . boot.stenv . boot.sxenv . boot.xenv . concrete . cv.env.apweights . cv.env . cv.env.tcond . cv.eppls . cv.genv . cv.henv . cv.logit.env . cv.penv . cv.pois.env . cv.rrenv.apweights . cv.rrenv . cv.senv . cv.stenv . cv.sxenv . cv.xenv . d.select . env.apweights . env . env.tcond . eppls . felmKL . felmdir . fiberpaper . genv . henv . horseshoecrab . logit.env . penv . pois.env . pred.env.apweights . pred.env . pred.env.tcond . pred.eppls . pred.felmKL . pred.felmdir . pred.genv . pred.henv . pred.logit.env . pred.penv . pred.pois.env . pred.rrenv.apweights . pred.rrenv . pred.senv . pred.stenv . pred.sxenv . pred.xenv . pred2.env . rrenv.apweights . rrenv . sales . senv . stenv . sxenv . testcoef.env.apweights . testcoef.env . testcoef.env.tcond . testcoef.genv . testcoef.henv . testcoef.logit.env . testcoef.penv . testcoef.pois.env . testcoef.rrenv.apweights . testcoef.rrenv . testcoef.senv . testcoef.stenv . testcoef.sxenv . testcoef.xenv . u.env.apweights . u.env . u.env.tcond . u.eppls . u.felmKL . u.felmdir . u.genv . u.henv . u.logit.env . u.penv . u.pois.env . u.pred2.env . u.rrenv.apweights . u.rrenv . u.senv . u.stenv . u.sxenv . u.xenv . vehicles . waterstrider . weighted.env . weighted.penv . weighted.pred.env . weighted.xenv . wheatprotein . xenv . 
Some associated R codes: GE.R . boot.env.R . boot.env.apweights.R . boot.env.tcond.R . boot.eppls.R . boot.genv.R . boot.henv.R . boot.logit.env.R . boot.penv.R . boot.pois.env.R . boot.rrenv.R . boot.rrenv.apweights.R . boot.senv.R . boot.stenv.R . boot.sxenv.R . boot.xenv.R . contr.R . cv.env.R . cv.env.apweights.R . cv.env.tcond.R . cv.eppls.R . cv.genv.R . cv.henv.R . cv.logit.env.R . cv.penv.R . cv.pois.env.R . cv.rrenv.R . cv.rrenv.apweights.R . cv.senv.R . cv.stenv.R . cv.sxenv.R . cv.xenv.R . d.select.R . env.R . env.apweights.R . env.tcond.R . envMU.R . eppls.R . expan.R . felmKL.R . felmdir.R . genv.R . genvMU.R . ginv.R . henv.R . henvMU.R . logit.env.R . logit.envMU.R . penv.R . pois.env.R . pois.envMU.R . pred.env.R . pred.env.apweights.R . pred.env.tcond.R . pred.eppls.R . pred.felmKL.R . pred.felmdir.R . pred.genv.R . pred.henv.R . pred.logit.env.R . pred.penv.R . pred.pois.env.R . pred.rrenv.R . pred.rrenv.apweights.R . pred.senv.R . pred.stenv.R . pred.sxenv.R . pred.xenv.R . pred2.env.R . rrenv.R . rrenv.apweights.R . rrenvMU.R . senv.R . senvMU.R . stenv.R . stenvMU.R . sxenv.R . sxenvMU.R . testcoef.env.R . testcoef.env.apweights.R . testcoef.env.tcond.R . testcoef.genv.R . testcoef.henv.R . testcoef.logit.env.R . testcoef.penv.R . testcoef.pois.env.R . testcoef.rrenv.R . testcoef.rrenv.apweights.R . testcoef.senv.R . testcoef.stenv.R . testcoef.sxenv.R . testcoef.xenv.R . u.env.R . u.env.apweights.R . u.env.tcond.R . u.eppls.R . u.felmKL.R . u.felmdir.R . u.genv.R . u.henv.R . u.logit.env.R . u.penv.R . u.pois.env.R . u.pred2.env.R . u.rrenv.R . u.rrenv.apweights.R . u.senv.R . u.stenv.R . u.sxenv.R . u.xenv.R . weighted.env.R . weighted.penv.R . weighted.pred.env.R . weighted.xenv.R . xenv.R .  Full Renvlp package functions and examples
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