Course will Started in 17-18 and 22-23 December 2010
Instructor: Dr. Siswanto Agus Wilopo, SU, M.Sc. ScD
Description Course:
This is a there credit course intended for graduate students pursuing degrees in a Master or Doctorate Degree in Health Science. Topics covered will include linear, logistic, poison, and Cox regression. Estimation, interpretation, and diagnostic approaches will discussed
Course Objectives:
Upon successful completion of the course, the student will be able to:
– Apply, interpret and diagnose linear regression models
– Apply, interpret and diagnose logistic, poison and Cox regression on models
Topic of Course:

• Introduction to regression: simple linear regresion (SLR)
• Linear model properties; software tutorial
• Inferences and assumption checking in SLR
• SLR Diagnostics
• Inferences in SLR
• Diagnostics (continued);  correlation intro to
• Multiple regression

• Hypothesis testing in MLR
• MLR
• Forms for predictors interactions
• F-test and Anova; F-tests and Coefficients of Determination
• Multicollinearity
• MLR Model Building
• MLR diaagnostics
• MLR example

• Introduction to logistics regression; link functions
• Likelihood ratio tests and deviance
• Goodness of fit, information criteria
• ROC analysis
• Logistic regression for case control studies
• Logistic regression example
• Ordinal Logistic regression

• Introduction to Survival analysis
• Survival analysis
• Cox regression
• Cox regression example
• Poisson regression
• Random effects models

Registration:
Participants  should  register  by  email  or  phone  in the following address:
Ms. Utami Dwiastuti/Ms. Antini Kurniawati
Maternal  and  Child  Health  –  Reproductive  Health Division, Department of Public Health
Faculty of Medicine, Gadjah Mada University
IKM Building 1st Floor, Room 110
Phone/Fax (0274)565076 or 548156