hdlm: Fitting High Dimensional Linear Models

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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.

Author
Taylor B. Arnold
Date of publication
2016-09-20 06:44:06
Maintainer
Taylor B. Arnold <taylor.b.arnold@gmail.com>
License
GPL (>= 2.0)
Version
1.3.1

View on CRAN

Man pages

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

Files in this package

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