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. |