Best Subset GLM

Documentation for package ‘bestglm’ version 0.36

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bestglm-package	bestglm: Best Subset GLM
AirQuality	Daily ozone pollution with meteorlogical and date inputs
bestglm	Best Subset GLM using Information Criterion or Cross-Validation
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 Regression by A.J. Miller
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 Correlated Inputs
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 standardized.
zprostate	Prostate cancer data. Standardized.