bestglm

Daily ozone pollution with meteorlogical and date inputs

Adjusted K-fold Cross-Validation

K-fold Cross-Validation

Cross-validation using delete-d method.

Detroit homicide data for 1961-73 used in the book Subset Regression by A.J. Miller

Forest fires in Montesinho natural park. Standardized inputs.

Iowa School Test

Leave-one-out cross-validation

Forest fires in Montesinho natural park

Nearest Neighbour Regression Prediction

South African Hearth Disease Data

Simulated Regression Data

Best Subset GLM using Information Criterion or Cross-Validation

bestglm: Best Subset GLM

Scaled Variables Dependency Plots: Output vs Inputs

Fitted values in PCR and PLS.

Multipanel Display and Table Glmnet CV Output.

Glmnet Prediction Using CVAV.

Predictions on Test Data with Grpreg

Simulated Linear Regression (Train) with Nine Highly Correlated Inputs

Hospital manpower data

Pollution dataset from McDonald and Schwing (1973)

Utility function. Implements the 1-sd rule.

Principal Component and Partial Least Squares Regression

Diagnostic plots for PCR and PLS

Plot Regularization Path and One Standard Deviation Rule

Predict Method for Pcreg.

Print method for 'bestglm' object

Print method for 'pcreg' object

Residuals Fitted PCR or PLS

Abrasion loss for various hardness and tensile strength

Sphere Data Matrix

summary of 'bestglm' object

Summary Method for Pcreg.

Binary representation of non-negative integer

Partition Dataframe into Train/Test Samples

Variance Inflation Factor for a Design Matrix

Nuclear plant data. Quantitative inputs logged and standardized.

Prostate cancer data. Standardized.