bestglm: Best Subset GLM

Best subset glm using information criteria or cross-validation.

Install the latest version of this package by entering the following in R:
install.packages("bestglm")
AuthorA.I. McLeod and Changjiang Xu
Date of publication2017-02-23 23:44:05
MaintainerA.I. McLeod <aimcleod@uwo.ca>
LicenseGPL (>= 2)
Version0.36
http://www.stats.uwo.ca/faculty/aim

View on CRAN

Man pages

AirQuality: Daily ozone pollution with meteorlogical and date inputs

bestglm: Best Subset GLM using Information Criterion or...

bestglm-package: bestglm: Best Subset GLM

CVd: Cross-validation using delete-d method.

CVDH: Adjusted K-fold Cross-Validation

CVHTF: K-fold Cross-Validation

Detroit: Detroit homicide data for 1961-73 used in the book Subset...

dgrid: Dependency Plots of Output vs Each Input

Fires: Forest fires in Montesinho natural park. Standardized inputs.

glmnetGridTable: Multipanel Display and Table Glmnet CV Output.

glmnetPredict: Glmnet Prediction Using CVAV.

grpregPredict: Predictions on Test Data with Grpreg

hivif: Simulated Linear Regression (Train) with Nine Highly...

Iowa: Iowa School Test

LOOCV: Leave-one-out cross-validation

manpower: Hospital manpower data

mcdonald: Pollution dataset from McDonald and Schwing (1973)

MontesinhoFires: Forest fires in Montesinho natural park

NNPredict: Nearest Neighbour Regression Prediction

oneSdRule: Utility function. Implements the 1-sd rule.

print.bestglm: Print method for 'bestglm' object

rubber: Abrasion loss for various hardness and tensile strength

SAheart: South African Hearth Disease Data

Shao: Simulated Regression Data

sphereX: Sphere Data Matrix

summary.bestglm: summary of 'bestglm' object

to.binary: Binary representation of non-negative integer

trainTestPartition: Partition Dataframe into Train/Test Samples

vifx: Variance Inflation Factor for a Design Matrix

znuclear: Nuclear plant data. Quantitative inputs logged and...

zprostate: Prostate cancer data. Standardized.

Functions

AirQuality Man page
bestglm Man page
bestglm-package Man page
CVd Man page
CVDH Man page
CVHTF Man page
Detroit Man page
dgrid Man page
Fires Man page
glmnetGridTable Man page
glmnetPredict Man page
grpregPredict Man page
hivif Man page
Iowa Man page
LOOCV Man page
manpower Man page
mcdonald Man page
MontesinhoFires Man page
NNPredict Man page
oneSdRule Man page
print.bestglm Man page
rubber Man page
SAheart Man page
Shao Man page
sphereX Man page
summary.bestglm Man page
to.binary Man page
trainTestPartition Man page
vifx Man page
znuclear Man page
zprostate Man page

Files

inst
inst/doc
inst/doc/bestglm.pdf
inst/doc/SimExperimentBICq.Rnw
inst/doc/SimExperimentBICq.pdf
inst/doc/bestglm.R
inst/doc/bestglm.Rnw
inst/doc/SimExperimentBICq.R
NAMESPACE
NEWS
data
data/Iowa.rda
data/MontesinhoFires.rda
data/znuclear.rda
data/Fires.rda
data/rubber.rda
data/AirQuality.rda
data/zprostate.rda
data/Detroit.rda
data/Shao.rda
data/mcdonald.rda
data/hivif.rda
data/manpower.rda
data/SAheart.rda
R
R/grpregPredict.R R/vifx.R R/CVd.R R/LOOCV.R R/sphereX.R R/CVHTF.R R/to.binary.R R/print.bestglm.R R/bestglm.R R/CVDH.R R/oneSdRule.R R/glmnetPredict.R R/dgrid.R R/summary.bestglm.R
vignettes
vignettes/LASSOProstate.R
vignettes/SimExperimentBICq.Rnw
vignettes/Figure2Cortez.pdf
vignettes/tb4.dat
vignettes/tb1.dat
vignettes/bestglm.bib
vignettes/tb3.dat
vignettes/bestglm.Rnw
vignettes/tb2.dat
MD5
build
build/vignette.rds
DESCRIPTION
man
man/bestglm.Rd man/dgrid.Rd man/Fires.Rd man/znuclear.Rd man/print.bestglm.Rd man/NNPredict.Rd man/Iowa.Rd man/glmnetGridTable.Rd man/mcdonald.Rd man/Detroit.Rd man/to.binary.Rd man/CVHTF.Rd man/AirQuality.Rd man/grpregPredict.Rd man/SAheart.Rd man/summary.bestglm.Rd man/glmnetPredict.Rd man/oneSdRule.Rd man/rubber.Rd man/CVd.Rd man/Shao.Rd man/zprostate.Rd man/sphereX.Rd man/hivif.Rd man/manpower.Rd man/bestglm-package.Rd man/LOOCV.Rd man/MontesinhoFires.Rd man/CVDH.Rd man/trainTestPartition.Rd man/vifx.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.