Stat701 Fall 1997 Course Schedule

Class	Date	Topic	Readings	Assignments
1	09/04	Introduction
2	09/09	Simple regression	B. 2.1-2.3
3	09/11	Categorical variables	B. 2.4-2.5
4	09/16	Influence & residuals
5	09/18	Multiple regression Prediction Transformation	B. 3.1-3.3	Assignment 1
6	09/23	Multiple regression	B. 3.4
7	09/25	Multiple regression	B.	Assignment 1 due
8	09/30	Multiple regression Collinearity	B.
9	10/02	Advanced techniques Weighted least squares	B.	Assignment 2
10	10/07	Advanced techniques Robust regression	B. 3.5,3.6
11	10/09	Advanced techniques Robust regression	B.
12	10/16	Exploratory analysis for high dimensional data	B.	Assignment 2 due
13	10/21	Logistic regression for classifiction	B.
14	10/23	Logistic regression for classifiction	B.
15	10/28	RiskMetrics	B.	Assignment 3
16	10/30	RiskMetrics	B.
17	11/04	Computationally intensive modeling Stepwise regression	B.	Assignment 3 due
18	11/06	Computationally intensive modeling CART Crossvalidation	B.
19	11/11	Computationally intensive modeling Neural nets Bootstrap	B.
20	11/13	Computationally intensive modeling Neural nets	B.
21	11/18	Time series	B.	Assignment 4
22	11/20	Time series	B.
23	11/25	Time series	B.
24	12/02	Risk metrics	B.
25	12/04	Risk metrics and review	B.	Assignment 4 due