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Wednesday |
Additional Information |
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Aug 29
Introduction and Review of Linear Models
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Aug 31
Review of Linear Models (cont.)
HW#1
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Sept 5
Labor Day, no class!
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Sept 7
Lab: Linear Models and ANOVA in R
Please come to GMCS-325 first!
Lab1
HW#2
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Here are some
Introductory Lessons in R
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Sept 12
Linear Models and ANOVA (cont.)
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Sept 14
ANOVA (cont.)
HW#3
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Sept 19
ANOVA (cont.)
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Sept 21
ANOVA (cont.)
Lab: ANOVA in R
Please come to GMCS-325 first!
Lab2
HW#4
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Sept. 26
ANOVA (cont.)
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Sept. 28
ANOVA (cont.)
Lab: ANOVA in R
Please come to GMCS-325 first!
Lab2
HW#5
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Oct. 3
ANOVA (cont.)
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Oct. 5
Nonlinear Models
No Homework due Week of Midterm Exam
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Class handout:
R output: Cabbage Experiment
Plots (pdf)
ANOVA Modules (12.8)
More Cabbage:
R output:
Cabbage Experiment
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Oct. 10
Lab: Nonlinear Models
Please come to GMCS-325 first!
Lab3
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Oct. 12
Midterm Exam, In-Class
Midterm Exam Information
Here is the take-home Part II
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Oct. 17
Nonlinear Models (cont.)
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Oct 19
Random Effects Models (Introduction)
Chapter 1, (2.1)
HW#6
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Loops (Section 9.2.2) and
Writing you own functions
(Section 10.1) in
An Introduction to R
Nonlinear Regression CIs
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Oct 24
Random Effects Models
Chapter 1, (2.1)
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Oct 26
Linear Mixed Models
Chapter 2 Matrix Notation
HW#7
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Oct. 31
Linear Mixed Models
Chapter 2
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Nov. 2
Linear Mixed Models
Chapter 2
Chapter 3 Rat Pup Data and code in (3.4.3 R)
Please come to GMCS-325 first!
Lab5
HW#8
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Nov. 7
Linear Mixed Models
Chapter 2
Chapter 3 Rat Pup Data and code in (3.4.3 R)
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Nov. 9
Linear Mixed Models
Chapter 2
Chapter 3 Rat Pup Data and code in (3.4.3 R)
HW#9
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Class handouts:
Matrix Differentiation
LME Review (REML)
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Nov 14
Mixed Models - Rat Pup Example
Predictions (BLUPs) of Random Effects
Chapter 2, 3 (cont.) |
Nov 16
Longitudinal Data
Predictions (BLUPs) of Random Effects
Chapter 2 (cont.)
No homework due next week
(see HW#10)
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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 21
Repeated Measures ANOVA
In class example ergoStool
and plots
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Nov 23
SAS Examples
Lab4
Meet at lab in GMCS-422
HW#10
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Have good Thanksgiving!
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Nov 28
Chapter 4 (Case Study)
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Nov 30
Chapter 4 (Case Study)
Meet in lab GMCS-422
Lab6
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.
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Dec 5
Nonlinear Mixed Effects Models
and Review
In class example Model , Soybean (R code)
and plots
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Dec 7
Data Project Presentations
see Data Analysis Project web page for info.
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Final Exam, Fri Dec. 16, in class.
Final Exam Information
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