hdlm: Fitting High Dimensional Linear Models
Version 1.3.1

Mimics the lm() function found in the package stats to fit high dimensional regression models with point estimates, standard errors, and p-values. Methods for printing and summarizing the results are given.

Browse man pages Browse package API and functions Browse package files

AuthorTaylor B. Arnold
Date of publication2016-09-20 06:44:06
MaintainerTaylor B. Arnold <taylor.b.arnold@gmail.com>
LicenseGPL (>= 2.0)
Version1.3.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("hdlm")

Man pages

hdglm: Fitting High Dimensional Generalized Linear Models
hdlm: Fitting High Dimensional Linear Models
summary.hdlm: summarize coefficients from a "glmnet" object

Functions

HDprintCoefmat Man page Source code
anova.hdlm Man page Source code
bayes.hdglm.fit Man page Source code
bayes.hdlm.fit Man page Source code
bayesianLatentFit Man page Source code
case.names.hdlm Man page Source code
deviance.hdlm Man page Source code
df.residual.hdlm Man page Source code
effects.hdlm Man page Source code
family.hdlm Man page Source code
formula.hdlm Man page Source code
hdglm Man page Source code
hdlm Man page Source code
hdlm.fit Man page Source code
labels.hdlm Man page Source code
mod.cv.glmnet Man page Source code
model.frame.hdlm Man page Source code
model.matrix.hdlm Man page Source code
plot.hdlm Man page Man page Source code
predict.hdglm Man page Source code
predict.hdlm Man page Source code
print.hdlm Man page Source code
print.summary.hdglm Man page Source code
print.summary.hdlm Man page Source code
qr.hdlm Man page Source code
residuals.hdlm Man page Source code
simulate.hdlm Man page Source code
summary.hdglm Man page Source code
summary.hdlm Man page Source code
variable.names.hdlm Man page Source code
votingRecord Man page
wordDataset Man page

Files

inst
inst/doc
inst/doc/article.R
inst/doc/article.pdf
inst/doc/article.Rnw
src
src/util_blasso.cpp
src/util_blasso.h
src/trunc_norm.cpp
src/blasso.cpp
NAMESPACE
NEWS
data
data/wordDataset.rda
data/votingRecord.rda
R
R/predict.hdlm.R
R/summary.hdlm.R
R/predict.hdglm.R
R/hdlm.R
R/bayesianLatentFit.R
R/formula.hdlm.R
R/summary.hdglm.R
R/hdglm.R
R/print.hdlm.R
R/print.summary.hdlm.R
R/model.matrix.hdlm.R
R/mod.cv.glmnet.R
R/print.summary.hdglm.R
R/variable.names.hdlm.R
R/residuals.hdlm.R
R/qr.hdlm.R
R/case.names.hdlm.R
R/simulate.hdlm.R
R/HDprintCoefmat.R
R/plot.hdlm.R
R/effects.hdlm.R
R/hdlm.fit.R
R/df.residual.hdlm.R
R/model.frame.hdlm.R
R/deviance.hdlm.R
R/bayes.hdglm.fit.R
R/labels.hdlm.R
R/bayes.hdlm.fit.R
R/anova.hdlm.R
R/family.hdlm.R
vignettes
vignettes/figures
vignettes/figures/hdlmPlot.pdf
vignettes/figures/pvalLot.pdf
vignettes/article.Rnw
vignettes/thesisbibSort.bib
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/hdlm.Rd
man/summary.hdlm.Rd
man/hdglm.Rd
hdlm documentation built on May 19, 2017, 9:17 p.m.