├── CH2_1_Get_Data.sas ├── CH2_2_Target_Variable_Analysis.sas ├── CH2_3_SImple_LR_and_Bootstrap.sas ├── CH2_4_Parsimonious_Model.sas ├── CH2_5_Simple_LR_LASSO.sas ├── CH2_6_Tree_Based_Models.sas ├── CH2_7_Poly_LR_Bootstrap.sas ├── CH3and4_Example_Programming_Code.sas ├── CH5_1_Data_Load.sas ├── CH5_2_Data_Analysis_and_Limit.sas ├── CH5_3_Transform_TEST_data.sas ├── CH5_4_Linear_Regression.sas ├── CH6_1_Linear_Regression.sas ├── CH7_1_Logistic_Regression.sas ├── CH7_Linear_Discriminant_Analysis.sas ├── CH8_1_Data_Load.sas ├── CH8_2_KNN.sas ├── CH8_3_Decision_Tree.sas ├── CH8_4_Random_Forest.sas ├── CH8_5_Gradient_Boosting.sas ├── CH8_6_SVM.sas ├── CH8_7_Neural_Networks.sas ├── GainLift.sas ├── ICE Macro.sas ├── PSI Macro.sas ├── Partial Dependence Macro.sas ├── README.md ├── listings_clean.csv ├── listings_clean_limit.csv └── separation.sas /CH2_1_Get_Data.sas: -------------------------------------------------------------------------------- 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