Time/Location: Tues, Wed, 1030-1130, Shrum B9242
Syllabus (updated Jan 29)
Lecture slides
Jan 18: Introduction
Jan 25: Graphics (scripts)
Feb 1: Design
Feb 8: Linear models
Feb 15: Mixed models
Mar 1: Likelihood
Mar 8: Generalized
linear models
Mar 15: Model selection
Mar 22: Bootstrap
Mar 29: Bayesian
analysis
Apr 5: Mark-recapture and Occupancy
Workshops
Jan 19: Introduction to R,
Solution
Jan 26: Graphics,
Solution
Feb 2: Design,
Solution
Feb 9: Linear models,
Solution,
Demo
Feb 16: Mixed effects models,
Solution,
Demo
Mar 2: Likelihood,
Solution
Mar 9: Generalized
linear models,
Solution,
Demo
Mar 16: Model selection,
Solution
Mar 23: Bootstrap,
Solution
Mar 30: Bayesian analysis,
Solution
Apr 6: Introduction to JAGS,
files
Discussion Papers
Jan 25: wainer-1984-137
Feb 1: hurlbert-1984-187
Feb 8: greenland-2016-337
Feb 15: schielzeth-2008-416 (Also, for background, read up to and including the section "Considerations when fitting random effects" in harrison-2018-4794)
Mar 1: etz-2018-60
Mar 8: zuur-2010-3
Mar 15: johnson-2004-101
Mar 22: felsenstein-1985-783
Mar 29: ellison-2004-509
Apr 5: tingley-2013-598
Assignments
1: Assignment 1 (due Feb 11)
2: Assignment 2 (due Mar 11)
3: Assignment 3 (due Apr 8)