Schedule and Textbooks Information

Fall 2021 Schedule and Textbook Information for STAT 512

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STAT 512 - Textbook(s) for Fall 2021

CRN	Title	Author	ISBN	Version	Req/Opt
13433	Applied Linear Statistical Models	Kutner, Nachtsheim, Neter, Li	9781259064746	5th	Y
15584	Applied Linear Statistical Models	Kutner, Nachtsheim, Neter, Li	9781259064746	5th	Y
17275	Applied Linear Statistical Models	Kutner, Nachtsheim, Neter, Li	9781259064746	5th	Y
59698	Applied Linear Statistical Models	Kutner, Nachtsheim, Neter, Li	9781259064746	5th	Y

STAT 512 - Schedule information for Fall 2021

CRN	Section	Instructor	Day	Time	Room
17275	014	Tiantian Qin		0:0-0:0am	ASYNC ONLINE
13433	008	Tiantian Qin	TR	3:00-4:15pm	RAWL 1057
15584	010	Tiantian Qin	TR	10:30-11:45am	RAWL 2070
59698	001	Zhongyuan Chen	TR	1:30-2:45pm	FRNY G124

STAT 512 - Course Outline

1. Review of basic statistics; introduction to SAS; simple linear regression
   
   
2. Inference in simple linear regression
   
   
3. Assessing a regression model and further inference
   
   
4. Basic multiple regression
   
   
5. Full vs. Reduced model tests, polynomial regression, indicator variables
   
   
6. Selection and assessment of regression models
   
   
7. Further topics: coding data, orthogonal polynomials
   
   
8. One-way analysis of variance
   
   
9. Examination of treatment effects: contrasts and Bonferroni, Scheffe, Tukey and Newman-Keuls procedures for simultaneous inference
   
   
10. Examining ANOVA models, transformations of the dependent variable
    
    
11. Random effects and introduction to two-way models
    
    
12. Examination of treatment effects in two-way models