(Q5) Validation Set Approach to "Default" data set (Q6) Estimating Accuracy of a logistic regression model with standard formula and the bootstrap on "Default" data set (Q7) Leave-One-Out Cross Validation (LOOCV) on "Weekly" data set (Q8) LOOCV on simulated data (Q9) Bootstrap estimates vs standard formula estimate on mean, median, 10th percentile on "Boston" data set

(Q10) Logistic regression, LDA, QDA, and KNN on “Weekly” data (Q11) Logistic regression, LDA, QDA, and KNN on “Auto” data (Q12) Writing basic functions (Q13) Logistic regression, LDA, QDA, and KNN on “Boston” data

Inferences from Simple Linear Regression vs Multiple Linear Regression

Collinearity

Simple Linear Regression simulation

Regression without intercept?

Simple Linear Regression & Multiple Linear Regression basics on "Auto" data

Basic Multiple Linear Regression on "Carseats" data