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Regression Analysis

Schedule

This schedule provides information about exams and teaching progress.

Unit
Topic
Supplementary
1 A review of basic statistical concepts ILRA APPENDIX C.1, and an introductory statistics book
2 Measures of association with emphasis on the difference of means   
3 Basics of linear regression analysis  ILRA 2.1, 2.2, 2.3 except 2.3.3, 2.4, 2.11
4 Correlation  ILRA 2.6, 2.12.2
5 Analysis of variance (ANOVA) table and prediction of y  ILRA 2.3.3, 2.5
6 Basics of multiple linear regression  ILRA 3.1, 3.2
7 Hypothesis testing in multiple regression  ILRA 3.3
8 Polynomial terms and dummy variables ILRA 3.10, 7.1, 7.2.1, 7.2.2, 8.1, 8.2
9 Interaction and confounding   
10 Regression diagnosis  ILRA 4.1, 4.2, 4.4, 5.1, 5.2, 5.3, 5.4, 5.5, 6.1, 6.2, 6.3
11 Variable selection and model building ILRA Chapter 10
12 Relative risk, odds ratio and significance testing for 2x2 tables  ILRA 13.2.1, 13.2.2, 13.2.3, 13.2.4
13 Introduction to logistic regression   
14 Logistic regression for contingency tables  
15 Goodness-of-t for logistic regression ILRA 13.2.4, 13.2.5
16 Logistic regression of case-control data and conditional logistic regression   
17 Analysis of polytomous data ILRA 13.2.7
18 Generalized linear models  ILRA 13.4
19 Poisson regression  ILRA 13.3

 

 
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