hdlm: Fitting High Dimensional Linear Models

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.

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

View on CRAN

Functions

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

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.