PA1_Lecture_R_programs

Bacteria count example (Example 2.1): bacteria1.R

Cardia output example (Example 2.2): Cardiac.R

Anscombe data example: (Example 2.7): Anscombe.R

GPA Example 3.3: GPA.R

Used Car Prices Example 3.12: carprices.R

R program to make the ANOVA table for regression: anova_table.R

R program for least squares, ridge and lasso regression of cement data: cement.R

R program for stepwise and best subsets regression of cement data: cementstepwise.R

R program for logistic regression of art museum visits data: Art Data Example.R

R program for stepwise logistic regression of art museum visits data: Art_stepwise1.R

R program for plotting ROC curve for art museum visit data: ArtROC.R

R program for multinomial logistic regression of MBA data using nnet: MBA1.R

R program for ZIP model for fish data: ZIPexample.R

R program for AML data: aml.R

R program for Recidivism data: recidivism.R

R program for creating Stanford Heart Transplant data: stanford_heart_transplant.R

R program for Stanford Heart Transplant data: stanford.R