├── Chapter02 ├── LicenceDriver.r ├── LicensedDrivers.xlsx ├── SellingPrinters.csv ├── SellingPrinters.r ├── VehiclesItaly.r └── VehiclesItaly.xlsx ├── Chapter03 ├── CementData.csv ├── CementData.r ├── EscapingHydrocarbons.csv ├── EscapingHydrocarbons.r ├── MatrixCalc.r ├── PolynomialRegression.r ├── SgdModel.r ├── employees.r └── employees.xlsx ├── Chapter04 ├── MLogit.r ├── RestaurantTips.csv ├── RestaurantTips.r ├── SimpleLogisticRegression.r └── UCBAdmissions.r ├── Chapter05 ├── CleaningData.csv ├── CleaningData.r ├── Discretization.r ├── Pca.r ├── ScalingData.r ├── SellingPrinters.csv ├── SellingPrintersOutliers.r └── seeds_dataset.csv ├── Chapter06 ├── CrossValidation.r ├── ElasticnetRegression.r ├── LassoRegression.r ├── RidgeRegression.r ├── StepwiseRegression.r └── SubsetSelection.r ├── Chapter07 ├── BasRegression.r ├── PoissonRegression.r ├── RobustRegression.r └── SellingPrintersOutliers.csv ├── Chapter08 ├── GeneralizedAdditiveModel.r ├── MultivariateAdaptiveRegressionSplines.r ├── NonlinearLeastSquaresRegression.r ├── RegressionTree.r └── SupportVectorRegression.r ├── Chapter09 ├── LogBreastCancer.r ├── NeuralNetworkRegression.r └── RandomForestRegression.r ├── LICENSE └── README.md /Chapter02/LicenceDriver.r: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Regression-Analysis-with-R/HEAD/Chapter02/LicenceDriver.r -------------------------------------------------------------------------------- /Chapter02/LicensedDrivers.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Regression-Analysis-with-R/HEAD/Chapter02/LicensedDrivers.xlsx -------------------------------------------------------------------------------- /Chapter02/SellingPrinters.csv: -------------------------------------------------------------------------------- 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