EPI 5346 Applied Longitudinal and Clustered Data Analysis

1.5 units
Epidemiology and Public Health
Faculty of Medicine
Introduction to longitudinal (repeated measures) and clustered data and overview of regression models for correlated data; linear mixed effects models: modelling the mean; modelling the covariance structure; generalized estimating equations and generalized linear mixed effects models; regression diagnostics; missing data and drop-out; case studies. Classes will include hands-on modeling examples using SAS statistical software.

Components:

Lecture

Requirements:

EPI 5346 is a corequisite to EPI 5340 .

Previously Offered Terms:

Winter
Summer

Organized

14 responses

4.93

/ 5

strongly agree
93%
agree
7%
disagree
0%
strongly disagree
0%
25%
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75%
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Clear Expectations

6 responses

4.50

/ 5

strongly agree
67%
agree
17%
neither agree nor disagree
17%
disagree
0%
strongly disagree
0%
25%
50%
75%
100%

Learned a Lot

14 responses

4.93

/ 5

strongly agree
93%
agree
7%
disagree
0%
strongly disagree
0%
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75%
100%

Recommend

8 responses

4.88

/ 5

strongly agree
88%
agree
13%
disagree
0%
strongly disagree
0%
25%
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75%
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Workload

8 responses

2.25

/ 5

very heavy
0%
heavier than average
75%
average
25%
lighter than average
0%
very light
0%
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50%
75%
100%

Fair Assessments

14 responses

4.79

/ 5

strongly agree
79%
agree
21%
disagree
0%
strongly disagree
0%
question not applicable
0%
25%
50%
75%
100%