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Oct. 7
Nonlinear Models
Meet at lab in GMCS-422
Lab3
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Oct. 9
Nonlinear Models
No Homework due week of Midterm Exam
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Class handout
Nonlinear Regression CIs
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Oct 14
Nonlinear Models (cont.)
Review
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Oct 16
Midterm Exam, In-Class
Midterm Exam Information
Here is the take-home Part II
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Oct 21
SAS Examples
Lab4
Meet at lab in GMCS-422
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Oct 23
Random Effects Models (Introduction)
Chapter 1, (2.1)
HW#6
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ANOVA Class handout
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Oct 28
Random Effects, Mixed Models
Chapter 1, 2
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Oct 30
Mixed Models
Chapter 2, Chapter 3: Example Rat Pup
HW#7
No Computer Lab this week
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Nov. 4
Linear Mixed Models
Chapter 2 and 3
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Nov. 6
Linear Mixed Models
Chapter 3 Rat Pup Data and code in (3.4.3 R)
Meet in lab GMCS-422
Lab5
HW#8
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Class handouts:
Matrix Differentiation
LME Review (REML)
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Nov 11
Veteran's Day, no class, campus closed
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Nov 13
Linear Mixed Models
Chapter 2 and 3
HW#9
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Nov 18
Mixed Models - Rat Pup Example
Chapter 2, 3 (cont.)
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Nov 20
Longitudinal Data
Predictions (BLUPs) of Random Effects
Chapter 2 (cont.)
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Class Example: orthof.pdf Orthodont dataset and longitudinal model.
R Function: augPred, update
Reference: Laird and Ware, (1982)
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Nov 25
Chapter 4 (Case Study)
Meet in lab GMCS-422
Lab6
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Nov 27
Happy TG!, no class
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Dec 2
Repeated Measures ANOVA
In class example ergoStool
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Dec 4
Repeated Measures ANOVA
and Nonlinear Mixed Effects Models
R function nlme
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Class handouts:
R code
R output
R plots (pdf)
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Dec 9
Nonlinear Mixed Effects Models (cont.)
and Review
In class example Soybean
R plots
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Dec 11
Data Project Presentations
see Data Analysis Project web page for info.
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Final Exam, Sat Dec. 20, in class.
Final Exam Information
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