South African Hearth Disease Data
Plot Regularization Path and One Standard Deviation Rule
Prostate cancer data. Standardized.
Simulated Regression Data
Diagnostic plots for PCR and PLS
Scaled Variables Dependency Plots: Output vs Inputs
Daily ozone pollution with meteorlogical and date inputs
Adjusted K-fold Cross-Validation
Detroit homicide data for 1961-73 used in the book Subset Regression by
A.J. Miller
Hospital manpower data
Fitted values in PCR and PLS.
Pollution dataset from McDonald and Schwing (1973)
Forest fires in Montesinho natural park. Standardized inputs.
K-fold Cross-Validation
Partition Dataframe into Train/Test Samples
bestglm: Best Subset GLM
Simulated Linear Regression (Train) with Nine Highly Correlated Inputs
Utility function. Implements the 1-sd rule.
Best Subset GLM using Information Criterion or Cross-Validation
Binary representation of non-negative integer
Print method for `pcreg` object
Cross-validation using delete-d method.
Predictions on Test Data with Grpreg
Principal Component and Partial Least Squares Regression
Residuals Fitted PCR or PLS
summary of `bestglm` object
Sphere Data Matrix
Summary Method for Pcreg.
Abrasion loss for various hardness and tensile strength
Iowa School Test
Print method for `bestglm` object
Multipanel Display and Table Glmnet CV Output.
Predict Method for Pcreg.
Variance Inflation Factor for a Design Matrix
Nuclear plant data. Quantitative inputs logged and standardized.
Glmnet Prediction Using CVAV.
Leave-one-out cross-validation
Forest fires in Montesinho natural park
Nearest Neighbour Regression Prediction