plmm: Partially Linear Mixed Effects Model
Version 0.1-1

This package fits the partially linear mixed effects model (semiparametric random intercept model) using kernel regression, without distributional assumptions for the random terms. Estimation procedure is an iterative generalized least squares type. A nonparametric heteroskedastic variance function is allowed for the regression error. Bootstrap resampling is provided for inference. The package implements bandwidth selection by an alternative cross validation for correlated data.

Browse man pages Browse package API and functions Browse package files

AuthorOHINATA Ren
Date of publication2012-11-28 15:35:50
MaintainerOHINATA Ren <Ren.Ohinata@wiwi.uni-goettingen.de>
LicenseGPL (>= 2)
Version0.1-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("plmm")

Man pages

coef.plmm: Extract Fixed Regression Coefficients
fitted.plmm: Extract Model Fitted Values
plmm: Partially Linear Mixed Effects Model
plmm.bs: Bootstrap Inference
plmm.data: Data Set for the Package Examples
plmm-package: Partially Linear Mixed Effects Model
plot.plmm: Nonparametric Function Plot
predict.plmm: Conditional or Unconditional Model Prediction
ranef.plmm: Random Effects Prediction
residuals.plmm: Extract Model Residuals
select.h0: Bandwidths Selection for Model Reduction
summary.bs.plmm: Summary of the bootstrap estimates of the sampling...
summary.plmm: Summary of a Fitted Partially Linear Mixed Effects Model.
var.plot: Nonparametric Variance Function Estimation and Plotting
wplmm: Weighted Partially Linear Mixed Effects Model

Functions

FC_hetero Source code
FC_xixi Source code
GCV Source code
GCV_c Source code
LScal_sRs.i Source code
LiStengos Source code
R.i Source code
R.i_hetero Source code
SA_hetero Source code
SA_xixi Source code
S_GCV_c Source code
Sgamma_SR_SRS Source code
XVXXVy_LS Source code
cal_S_SS Source code
cal_XQXXQy_XPXXPy Source code
cal_XQXXQy_axx Source code
cal_df_gamma Source code
cal_df_gamma1 Source code
cal_df_gamma2 Source code
cal_eQe_eta_Cfc Source code
cal_eQe_vPv_eta_Csa Source code
cal_sRs.i Source code
cal_u Source code
cal_u_LS Source code
coef.plmm Man page Source code
coef.wplmm Man page Source code
coefficients.plmm Man page Source code
coefficients.wplmm Man page Source code
est_beta Source code
fitted.plmm Man page Source code
fitted.values.plmm Man page Source code
fitted.values.wplmm Man page Source code
fitted.wplmm Man page Source code
gamma_S Source code
gamma_SR_SRS Source code
inv_Vi_hetero Source code
iteration Source code
iteration0 Source code
plmm Man page Source code
plmm-package Man page
plmm.bs Man page Source code
plmm.data Man page
plot.plmm Man page Source code
plot.wplmm Man page Source code
predict.plmm Man page Source code
predict.wplmm Man page Source code
print.bs.plmm Source code
print.plmm Source code
print.summary.bs.plmm Source code
print.summary.plmm Source code
print.summary.wplmm Source code
print.wplmm Source code
ranef.plmm Man page Source code
ranef.wplmm Man page Source code
resid.plmm Man page Source code
resid.wplmm Man page Source code
residuals.plmm Man page Source code
residuals.wplmm Man page Source code
s.k Source code
select.h0 Man page Source code
summary.bs.plmm Man page Source code
summary.plmm Man page Source code
summary.wplmm Man page Source code
transform_FB Source code
transform_SR Source code
var.ij Source code
var.plot Man page Source code
wplmm Man page Source code

Files

MD5
R
R/XVXXVy_LS.R
R/wplmm.R
R/var.plot.R
R/transform_SR.R
R/transform_FB.R
R/summary.wplmm.R
R/summary.plmm.R
R/summary.bs.plmm.R
R/select.h0.R
R/SA_xixi.R
R/SA_hetero.R
R/residuals.wplmm.R
R/residuals.plmm.R
R/resid.wplmm.R
R/resid.plmm.R
R/ranef.wplmm.R
R/ranef.plmm.R
R/print.wplmm.R
R/print.summary.wplmm.R
R/print.summary.plmm.R
R/print.summary.bs.plmm.R
R/print.plmm.R
R/print.bs.plmm.R
R/predict.wplmm.R
R/predict.plmm.R
R/plot.wplmm.R
R/plot.plmm.R
R/plmm.R
R/plmm.bs.R
R/plmm-internal.R
R/LScal_sRs.i.R
R/LiStengos.R
R/iteration0.R
R/iteration.R
R/inv_Vi_hetero.R
R/GCV.R
R/fitted.wplmm.R
R/fitted.values.wplmm.R
R/fitted.values.plmm.R
R/fitted.plmm.R
R/FC_xixi.R
R/FC_hetero.R
R/est_beta.R
R/coefficients.wplmm.R
R/coefficients.plmm.R
R/coef.wplmm.R
R/coef.plmm.R
R/cal_XQXXQy_XPXXPy.R
R/cal_XQXXQy_axx.R
R/cal_u_LS.R
R/cal_u.R
R/cal_S_SS.R
R/cal_sRs.i.R
R/cal_eQe_vPv_eta_Csa.R
R/cal_eQe_eta_Cfc.R
R/cal_df_gamma2.R
R/cal_df_gamma1.R
R/cal_df_gamma.R
NAMESPACE
man
man/wplmm.Rd
man/var.plot.Rd
man/summary.plmm.Rd
man/summary.bs.plmm.Rd
man/select.h0.Rd
man/residuals.plmm.Rd
man/ranef.plmm.Rd
man/predict.plmm.Rd
man/plot.plmm.Rd
man/plmm.Rd
man/plmm.data.Rd
man/plmm.bs.Rd
man/plmm-package.Rd
man/fitted.plmm.Rd
man/coef.plmm.Rd
DESCRIPTION
data
data/plmm.data.rda
plmm documentation built on May 19, 2017, 7:51 p.m.