statistics G6101 Notes

Here are the lecture notes for the class on September 5th. The file is rather large.

Here are the R examples I started in class on September 10th. Please go over these yourself.

The material on visualization I went over on September 12th.

Overview of linear models from October 8th. Updated October 27th.

Fitting linear models, Part I.

Fitting linear models, Part II.

Exploiting linear models.

Logistic regression.

Survival Analysis Part I Part II Part III Part IV

Note on computing the logrank test statistic.

Tree models.

Introduction to bagging and boosting.