STA 242/ENV 255:

APPLIED REGRESSION ANALYSIS

Outline

Date   Topic                                      Reading Assignment


1-15      Introduction                               Ch 1, Ch 2 
                                                     Appendix 1:289-300   
1-19      Simple Linear Regression                   Ch 2:29-53
1-20 (L)  Simple Linear Regression in SAS            HW 1 
1-21      Normality, Hyptothesis Tests  and Confidence Intervals  Ch 2:42-51;
                                                     Appendix 1:297-300

1-27      Curvilinear Regression                     Ch 5: 145-162
1-28 (L)  Curvilinear Regression                     HW 2 
1-29      Polynomial Regression                      Ch 3, Ch 5:145-162

2-3       Overview of material 
2-4  (L)  Review and Take Home Exam Distribution                               
2-5       First InClass Exam  
          
2-10	  Multiple regression and Dummy Variable s    Ch 3:65-92
          Matrix Algebra                             Appendix 3:333-347
2-11 (L)  Multiple Regression                        HW 3
2-12      SE's, Confidence/Prediction Intervals      Ch 3:77-80
   

2-17      Added Variable Plots                       Ch 3:69-72.               
2-18 (L)  
2-19      Regression Assumptions                     Ch 4:109-117, 124-125

2-24      Influence Analysis                         Ch 4:125-133
2-25 (L)  Regression Criticism                       HW 5
2-26      Influence Analysis                         Ch 4:125-133

3-3       Multicollinearity                           Ch 3:80-85, Ch 4:133-137  
3-4  (L)  Multicollinearity                          HW 6
3-5        False Discovery Rate and Durbin Watson

3-10      Summary/Review of Ch 1-4, mid course evaluation
3-11      Review
3-12      Second Exam                                Ch 1-4


3-17      SPRING BREAK
3-18      
3-19     

3-24      Methods of Variable Selection
3-25 (L)  Step-wise Variable selection               HW 7    
3-26      Methods of Variable Selection

3-31      Project Discussions
4-1       Take Home Exam II
4-2       Project Discussions

4-7       Nonlinear Regression                       Ch 5:163-174
4-8  (L)  Nonlinear Regression                       HW 8
4-9       Nonlinear Regression                       Ch 5:163-174

4-14       Logistic Regression                         Ch 7:217-233
4-15 (L)  Logistic Regression                        HW 9
4-16      Logistic Regression                        Ch 7:233-243

4-21      Other Topics
4-22 
4-23      Other Topics/ Course Recap       

4-30 7pm  PROJECT POSTER SESSION