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Class Presentation
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Syllabus (Fall 2016))
Schedule V2
Schedule V3
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Instructions (Fall 2016)
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Assumptions |
Assumptions demo |
Assumptions script
Hypericum data |
Exercise 1
EX1 script |
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Averages
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Averages demo |
Averages script
Model 1
Model 2
Hypericum pop data
Hypericum data |
Exercise 2
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Logistic Regression |
Log. reg. demo |
Log. reg. script
Hypericum survival data |
Exercise 3
EX3 script
EX3 answers |
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Non-Linear |
Non-linear
Ellison2004
Morris 2015 |
Wire grass script
wg priors
wg data
wg prior data |
Exercise 4
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Count Data |
Count data demo
O’Hanlon et al. 2014
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Mantis script
Mantis – Poisson
Mantis – negbinom
Mantis data |
Exercise 5
EX5 script |
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Linear Mixed Models
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Mixed Models demo
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Linear mixed model
LMM rand. b0
LMM rand. b0 & b1
Hypericum data
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Exercise 6
EX6 script
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Linear Mixed Model Selection
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Mixed Model selection demo
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MMS script
Hypericum data
Bayesian model
Bayesian vs. frequentist
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Exercise 7
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Generalized Linear Mixed Models
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GLMM demo
Wasserstein & Lazar 2016
Nuzzo 2014
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GLMM script
GLMM w Bayesian
Bayesian model
Hypericum data
Bayesian vs. frequentist
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Exercise 8
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Zero-Inflated Models
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Zero-Inflated models demo
Martin et al. 2005
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Zero-inflated script
Fish data
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Exercise 9
EX9 script
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Non-linear Counts
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Non-Linear Counts demo
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Non-Linear Counts script
Macroinvertebrate data
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Exercise 10
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Categorical Data
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Categorical Data demo
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Categorical Data script
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Categorical Data
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Final Exam
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Exam 2
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Exam 2 data
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Return date:
April 29, 2016 @ 10:30 AM
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Thanks for the opportunity of sharing ideas with you! |
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