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CSSS-STAT 560
Hierarchical Modeling
Lectures:
MWF 9:30-10:20, SAV 409
Lab:
Tu 9:30-10:20, PDL C301
Instructor
- Peter Hoff
( pdhoff )
- C-319 Padelford
- Office Hours: 9:00-10:00 Tue and Thu
TA
- Mingwei Tang ( mingwt )
- A-318 Padelford
- Office Hours: 12:30-1:30 Mon, 4:00-5:00 Thu
Please include "560" (without quotes) in any emails to allow for appropriate filtering.
Texts
Schedule
Week 10:
- Reading: PH Chapter 7, Covariance models.
Week 9:
- Reading: PH Chapter 7, GLMMs.
Week 8:
- Reading: PH Chapter 7.
- Homework: Homework 6 is due 6/6/16.
Week 7:
- Reading: PH Chapter 6.
- Homework: Homework 5 is due 5/23/16.
Week 6:
- Reading: Start PH Chapter 6.
- Homework: Homework 4 is due 5/11/16.
Week 5:
- Reading: PH Chapter 5.
- Homework: Homework 3 is due 5/2/16.
Week 4:
- Reading: Finish PH Chapter 3, and read the lecture slides on
modeling assumptions.
- Homework: Homework 3 is due 5/2/16.
Week 3:
- Reading: PH Chapter 3.
- Homework: Homework 2 is due 4/20/16.
Week 2:
Week 1:
- Reading: PH Chapter 1.
- Homework: Homework 1 is due 4/11/16.
Course Outline
- ANOVA and random effects ANOVA
- ANCOVA and random effects ANCOVA
- Linear mixed effects models
- Specialized methods and models
- multiple hierarchies
- repeated measures
- generalized linear mixed effects models
Evaluation
- Seven or eight homework assignments.
- Late policy: Each turned in item receives an initial grade of
x, then the actual grade is y=x exp(-d/8), where d is
the number of days (including weekends) after the due date I receive the work.
Everyone receives one grace day to be applied to
one homework for the entire quarter.
- I follow the UW grading system for graduate students. The distribution of grades I gave the last time
I taught this course is here.
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