gplm: Generalized Partial Linear Models (GPLM)

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Provides functions for estimating a generalized partial linear model, a semiparametric variant of the generalized linear model (GLM) which replaces the linear predictor by the sum of a linear and a nonparametric function.

Author
Marlene Mueller
Date of publication
2016-08-29 08:18:41
Maintainer
Marlene Mueller <marlene.mueller@gmx.de>
License
GPL (>= 2)
Version
0.7-4

View on CRAN

Man pages

bandwidth.scott
Scott's rule of thumb
convol
Kernel convolution
create.grid
Create a grid for kernel estimation
glm.inverse.link
Link function for GLM
glm.link
(Inverse) Link function for GLM
glm.ll
Log-likelihood for GLM
glm.lld
Log-likelihood derivatives for GLM
kbackfit
Backfitting for an additive model using kernel regression
kde
Kernel density estimation
kernel.constants
Kernel constants
kernel.function
Kernel function
kgplm
Generalized partial linear model
kreg
Kernel regression
sgplm1
Generalized partial linear model

Files in this package

gplm
gplm/inst
gplm/inst/doc
gplm/inst/doc/gplm-examples.Rnw
gplm/inst/doc/gplm-examples.pdf
gplm/inst/doc/gplm-examples.R
gplm/src
gplm/src/kernconv.c
gplm/NAMESPACE
gplm/R
gplm/R/glm.inverse.link.R
gplm/R/bandwidth.scott.R
gplm/R/sgplm1.R
gplm/R/kreg.R
gplm/R/kgplm.R
gplm/R/create.grid.R
gplm/R/glm.link.R
gplm/R/glm.ll.R
gplm/R/kde.R
gplm/R/kbackfit.R
gplm/R/glm.lld.R
gplm/R/kernel.function.R
gplm/R/convol.R
gplm/R/kernel.constants.R
gplm/R/zzz.R
gplm/vignettes
gplm/vignettes/gplm-examples.Rnw
gplm/vignettes/gplm.bib
gplm/MD5
gplm/build
gplm/build/vignette.rds
gplm/DESCRIPTION
gplm/man
gplm/man/convol.Rd
gplm/man/kernel.constants.Rd
gplm/man/create.grid.Rd
gplm/man/glm.link.Rd
gplm/man/kernel.function.Rd
gplm/man/sgplm1.Rd
gplm/man/glm.inverse.link.Rd
gplm/man/kgplm.Rd
gplm/man/glm.lld.Rd
gplm/man/kde.Rd
gplm/man/kbackfit.Rd
gplm/man/bandwidth.scott.Rd
gplm/man/kreg.Rd
gplm/man/glm.ll.Rd
gplm/CHANGES