R: Best Subset GLM and Regression Utilities

# Best Subset GLM and Regression Utilities

## Documentation for package ‘bestglm’ version 0.37.3

- DESCRIPTION file.
- Package NEWS.

## Help Pages

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 | Scaled Variables Dependency Plots: Output vs Inputs
Fires | Forest fires in Montesinho natural park. Standardized inputs.
fitted.pcreg | Fitted values in PCR and PLS.
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.
pcreg | Principal Component and Partial Least Squares Regression
plot.pcreg | Diagnostic plots for PCR and PLS
plot1SDRule | Plot Regularization Path and One Standard Deviation Rule
predict.pcreg | Predict Method for Pcreg.
print.bestglm | Print method for 'bestglm' object
print.pcreg | Print method for 'pcreg' object
resid.pcreg | Residuals Fitted PCR or PLS
residuals.pcreg | Residuals Fitted PCR or PLS
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
summary.pcreg | Summary Method for Pcreg.
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.