| HS 853 Fall'15 Weekly Topics |
Dates |
Monday |
Wednesday |
Friday |
| 1 |
9/7/2015 |
Labor Day |
Syllabus, Homepage |
|
| Course
Organization |
Gradebook,
Expectations, HWs, Projects |
|
|
Simulation |
|
|
Quality
Control |
|
| 2 |
9/14/2015 |
Review |
Review |
|
| Review |
Multiple
Linear Regression |
Mixed
effects modeling |
|
|
|
|
HW1 Due |
|
|
|
|
| 3 |
9/21/2015 |
Comparative
Effectiveness Research (CER) |
Patient
Centered Outcomes Research (PCOR) |
|
| PCOR/HTE/CER |
Patient
Centered Outcomes Research (PCOR) |
Heterogeneity
of Treatment Effects (HTE) |
|
|
|
|
|
|
|
|
|
| 4 |
9/28/2015 |
Scientific
Visualization |
Scientific
Visualization |
|
| Visualizaiton |
|
|
|
|
|
|
HW2 Due |
|
|
|
|
| 5 |
10/5/2015 |
Meta-analyses |
SEM |
|
| Causality
and Meta-analyses |
Causality |
GEE |
|
|
|
CRLT Visit |
|
|
|
|
|
| 6 |
10/12/2015 |
Instrument
Validation (Cronbach's alpha) |
Cross-validation |
|
| Validation |
|
|
|
|
|
|
HW3 Due |
|
|
|
|
| 7 |
10/19/2015 |
Fall Study Day |
Timeseries
Analysis |
|
| Timeseries |
|
|
|
|
|
|
|
|
| 8 |
10/26/2015 |
BD
Management |
Missing
Data |
Midterm |
| Big Data |
BD
Processing |
Imputation,
Propensity Scores |
|
|
BD
Analytics and Inference |
|
|
|
|
|
|
| 9 |
11/2/2015 |
Genotype-Environment-Phenotype
associations |
Genotype-Environment-Phenotype
associations |
|
| Geno-Env-Pheno |
|
|
|
|
|
|
|
|
|
|
|
| 10 |
11/9/2015 |
GIS |
Medical
Imaging |
|
| GIS |
|
|
|
| Imaging |
|
CRLT Visit |
HW4 Due |
|
|
|
|
| 11 |
11/16/2015 |
Volume
and Shape Morphometry |
Imaging-Clinical
Statistics |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
11/23/2015 |
Basic
Triadic and Cohesion Measures |
Clusters,
Factions and Cores |
Thanksgiving Day |
| Networks |
|
Social
Network Analysis |
|
|
|
|
|
|
|
| 13 |
11/30/2015 |
HCPC |
Gaussian
Mixture Modeling |
|
| Clustering
and Classification Methods |
|
Expectation
Maximization |
|
|
|
|
|
|
|
|
|
| 14 |
12/7/2015 |
Paper Review Presentations |
Paper Review Presentations |
|
| Paper Review Presentations |
3x30-min |
3x30-min |
|
|
|
|
|
|
|
|
|
| 15 |
12/14/2015 |
Research Project Presentations |
|
|
| Research
Project Presentations |
3x30-min |
|
|
| 3x3x30-min |
|
|
|
|
|
|
|
| Final |
12/21/2015 |
NA |
NA |
|
| Place: (New) Nursing Building 1250 |
URL:
http://www.socr.umich.edu/people/dinov/2015/Fall/HS853 |
