plmm: Partially Linear Mixed Effects Model

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.

AuthorOHINATA Ren
Date of publication2012-11-28 15:35:50
MaintainerOHINATA Ren <Ren.Ohinata@wiwi.uni-goettingen.de>
LicenseGPL (>= 2)
Version0.1-1

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Files in this package

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

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