140.608.79
Analysis of Longitudinal Data
- Location:
- Internet
- Term:
- Summer Inst. term
- Department:
- Biostatistics
- Credits:
- 2 credits
- Academic Year:
- 2022 - 2023
- Instruction Method:
- Synchronous Online
- Dates:
- Mon 06/20/2022 - Fri 06/24/2022
- Class Times:
-
- M Tu W Th F, 8:30 - 11:50am
- Auditors Allowed:
- No
- Undergrads Allowed:
- No
- Grading Restriction:
- Letter Grade or Pass/Fail
- Course Instructor:
- Contact:
- Ayesha Khan
- Resources:
- Prerequisite:
Intermediate level biostatistics and epidemiology
- Description:
-
Covers statistical models for drawing scientific inferences from longitudinal data. Topics include longitudinal study design; exploring longitudinal data; linear and generalized linear regression models for correlated data, including marginal, random effects, and transition models; and handling missing data.
- Learning Objectives:
-
Upon successfully completing this course, students will be able to:
- Methods of Assessment:
This course is evaluated as follows:
- 15% Participation
- 15% Lab Assignments
- 15% Lab Assignments
- 15% Lab Assignments
- 40% Written Assignment(s)
- Instructor Consent:
No consent required
- Special Comments:
Students are required to have Stata. Course will be taught online via Zoom, on the dates and times the course is scheduled. For further information, please see the Institute website jhsph.edu/summerepi Course will be taught online, via Zoom, on the scheduled dates and times. All in-person classes will be taught online via Zoom, on the dates and times the course is scheduled. For further information, please see the Institute website jhsph.edu/summerepi