| AirQuality | Daily ozone pollution with meteorlogical and date inputs |
| bestglm | Best Subset GLM using Information Criterion or... |
| bestglm-package | bestglm: Best Subset GLM |
| 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... |
| 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... |
| 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 |
| plot1SDRule | Plot Regularization Path and One Standard Deviation Rule |
| plot.pcreg | Diagnostic plots for PCR and PLS |
| predict.pcreg | Predict Method for Pcreg. |
| print.bestglm | Print method for 'bestglm' object |
| print.pcreg | Print method for 'pcreg' object |
| 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... |
| zprostate | Prostate cancer data. Standardized. |
