STA244 Linear Models

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Date
Topic
References
Handouts
Assignments
1/08

Introduction to Linear Models

C: Chapter 1

C: Appendix A and B

 

Exercises. 1.1, 1.5.1

due 1/15

1/13

Multivariate Normal Distribution Theory

C: Appendix D

 

Exercises 1.4-1.5

due 1/15

1/15

Projections and

Distributions of Quadratic Forms

C: Appendix B and C
 

Exercises

A.2-A.13,

A.16, A.17, B.2

Due 1/22

1/20

Quadratic Forms

 

C: Apendix B and C

 

 

 

1/22

Estimation

BLUE

Gauss-Markov Theorem,

 

C: Chapter 2
 

Exercises 1.8, 1.9, 1.10, 1.5.4

Due 1/29

1/27

 

No Class

Severe Weather Policy

 

   

Exercises 2.1, 2.2, 2.10.2

2.10.4

Due 2/3

1/29

 

Interval Estimates and Testing

 

 

Exercise 2.10.1

Due 2/3

2/3

UMVUE

     
2/5
UMVUE
   

2/10

Bayesian Estimation
C. Chapter 2, CGRS    
2/12
   
Exercise 2.6 Due 2/19
2/17
   
2/19 Likelihood Ratio Tests C Chapter 3    
2/24
ANOVA
C. Chapter 3
   
2/26
ANOVA

AOV (C. Chapter 4)

Regression (C Chapter 6)

Lack of Fit

Homework Set 6

wine.asc

Due 3/4

3/2
Lack of Fit Test

C. Chapter 6.6

 

 

 

 

3/4
Contrasts & AOV
C Chapter 4.

 

4.1, 4.2, 4.3, 4.4, 4.6, 4.3.1 due 3/18

3/16

Contrasts C. Chapter 6.4 & 6.5    
3/18
Midterm
     
3/23 Review Midterm      
3/25 Residual Diagnostics C. Chapter 13    
3/30 Outliers      
4/1 Influence     13:6, 13.7, 13.8, 13.9
4/6 Transformations C: Chapter 13

boxcox-ex.R

box-cox-ex.pdf

 
4/7 Variable Selection C. Chapter 14    
4/13 Bayes Variable Selection  

bayesreg.R

ozone example

ozone data

ozone validation

 
4/15        

4/26/2004

due by Friday noon

Final

bass.dat

   

 


Updated April 26, 2004