Q2-Model 2 Code

*Model 2;    /*No predictors contained log transformations on Ames training dataset*/ /*LASSO AIC-CV*/
ods graphics on;
proc glmselect data=ames_train2
               seed=1 plots(stepAxis=number)=(criterionPanel ASEPlot CRITERIONPANEL);
class MSZoning Street Alley LotShape LandContour Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinType2 Heating HeatingQC CentralAir Electrical KitchenQual Functional FireplaceQu GarageType GarageFinish GarageQual GarageCond PavedDrive PoolQC Fence MiscFeature SaleType SaleCondition;
model logSalePrice = MSSubClass LotFrontage LotArea OverallQual OverallCond YearBuilt YearRemodAdd MasVnrArea BsmtFinSF1 BsmtFinSF2 BsmtUnfSF TotalBsmtSF FirstFlrSF SecondFlrSF LowQualFinSF GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr TotRmsAbvGrd Fireplaces GarageYrBlt GarageCars GarageArea WoodDeckSF OpenPorchSF EnclosedPorch ThreeSsnPorch ScreenPorch PoolArea MiscVal MoSold YrSold / selection=LASSO(choose=AIC stop=CV) CVdetails  ;
output out= results8 p=predict;
run;
quit;
ods graphics off;