Computing Envelope Estimators

Documentation for package ‘Renvlp’ version 3.4.5

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Computing Envelope Estimators

-- A --

Amitriptyline Data

-- B --

Berkeley	Berkeley Guidance Study Data
boot.env	Bootstrap for env
boot.env.apweights	Bootstrap for env.apweights
boot.env.tcond	Bootstrap for env.tcond
boot.eppls	Bootstrap for eppls
boot.genv	Bootstrap for genv
boot.henv	Bootstrap for henv
boot.logit.env	Bootstrap for logit.env
boot.penv	Bootstrap for penv
boot.pois.env	Bootstrap for pois.env
boot.rrenv	Bootstrap for rrenv
boot.rrenv.apweights	Bootstrap for rrenv.apweights
boot.senv	Bootstrap for senv
boot.stenv	Bootstrap for stenv
boot.sxenv	Bootstrap for sxenv
boot.xenv	Bootstrap for xenv

-- C --

concrete	Concrete Slump Test Dataset
cv.env	Cross validation for env
cv.env.apweights	Cross validation for env.apweights
cv.env.tcond	Cross validation for env.tcond
cv.eppls	Cross validation for peplos
cv.genv	Cross validation for genv
cv.henv	Cross validation for henv
cv.logit.env	Cross validation for logit.env
cv.penv	Cross validation for penv
cv.pois.env	Cross validation for pois.env
cv.rrenv	Cross validation for rrenv
cv.rrenv.apweights	Cross validation for rrenv.apweights
cv.senv	Cross validation for senv
cv.stenv	Cross validation for stenv
cv.sxenv	Cross validation for sxenv
cv.xenv	Cross validation for xenv

-- D --

Select the rank of beta

-- E --

env	Fit the response envelope model
env.apweights	Fit the envelope model with nonconstant variance
env.tcond	Fit the envelope model with t-distributed errors
eppls	Fit the Envelope-based Partial Partial Least Squares model

-- F --

felmdir	Fit the functional envelope linear model
felmKL	Fit the functional envelope linear model
fiberpaper	Pulp and Paper Data

-- G --

genv	Fit the groupwise envelope model

-- H --

henv	Fit the heteroscedastic envelope model
horseshoecrab	Horseshoe Crab Data

-- L --

Fit the envelope model in logistic regression

-- N --

New Jersey Open Covid-19 Dataset

-- P --

penv	Fit the partial envelope model
pois.env	Fit the envelope model in poisson regression
pred.env	Estimation or prediction for env
pred.env.apweights	Estimation or prediction for env.apweights
pred.env.tcond	Estimation or prediction for env.tcond
pred.eppls	Estimation or prediction for eppls
pred.felmdir	Estimation or prediction for felmdir
pred.felmKL	Estimation or prediction for felmKL
pred.genv	Estimation or prediction for genv
pred.henv	Estimation or prediction for henv
pred.logit.env	Estimation or prediction for logit.env
pred.penv	Estimation or prediction for penv
pred.pois.env	Estimation or prediction for pois.env
pred.rrenv	Estimation or prediction for rrenv
pred.rrenv.apweights	Estimation or prediction for rrenv.apweights
pred.senv	Estimation or prediction for senv
pred.stenv	Estimation or prediction for stenv
pred.sxenv	Estimation or prediction for sxenv
pred.xenv	Estimation or prediction for xenv
pred2.env	Estimation or prediction for env

-- R --

rrenv	Fit the reduced-rank envelope model
rrenv.apweights	Fit the reduced-rank envelope model with nonconstant variance

-- S --

sales	Sales staff Data
senv	Fit the scaled response envelope model
stenv	Fit the simultaneous envelope model
sxenv	Fit the scaled predictor envelope model

-- T --

testcoef.env	Hypothesis test of the coefficients of the response envelope model
testcoef.env.apweights	Hypothesis test of the coefficients of the response envelope model with nonconstant variance
testcoef.env.tcond	Hypothesis test of the coefficients of the response envelope model with t-distributed errors
testcoef.genv	Hypothesis test of the coefficients of the groupwise envelope model
testcoef.henv	Hypothesis test of the coefficients of the heteroscedastic envelope model
testcoef.logit.env	Hypothesis test of the coefficients of the envelope model
testcoef.penv	Hypothesis test of the coefficients of the partial envelope model
testcoef.pois.env	Hypothesis test of the coefficients of the envelope model
testcoef.rrenv	Hypothesis test of the coefficients of the reduced rank envelope model
testcoef.rrenv.apweights	Hypothesis test of the coefficients of the reduced rank envelope model with nonconstant error variance
testcoef.senv	Hypothesis test of the coefficients of the scaled response envelope model
testcoef.stenv	Hypothesis test of the coefficients of the simultaneous envelope model
testcoef.sxenv	Hypothesis test of the coefficients of the scaled predictor envelope model
testcoef.xenv	Hypothesis test of the coefficients of the predictor envelope model

-- U --

u.env	Select the dimension of env
u.env.apweights	Select the dimension of env.apweights
u.env.tcond	Select the dimension of env.tcond
u.eppls	Select the dimension of eppls
u.felmdir	Find the envelope dimensions in the functional envelope linear model
u.felmKL	Find the envelope dimensions in the functional envelope linear model
u.genv	Select the dimension of genv
u.henv	Select the dimension of henv
u.logit.env	Select the dimension of logit.env
u.penv	Select the dimension of penv
u.pois.env	Select the dimension of pois.env
u.pred2.env	Select the dimension of the constructed partial envelope for prediction based on envelope model
u.rrenv	Select the dimension of rrenv
u.rrenv.apweights	Select the dimension of rrenv.apweights
u.senv	Select the dimension of senv
u.stenv	Select the dimension of stenv
u.sxenv	Select the dimension of sxenv
u.xenv	Select the dimension of xenv

-- V --

Automobile Dataset

-- W --

waterstrider	Water strider data
weighted.env	Weighted response envelope estimator
weighted.penv	Weighted partial envelope estimator
weighted.pred.env	Estimation or prediction using weighted partial envelope
weighted.xenv	Weighted predictor envelope estimator
wheatprotein	Wheat Protein Data

-- X --

xenv	Fit the predictor envelope model