Embedded Files
Introduction
Introduction
Aug 24
Permutation Tests
Permutation Tests
Normality and Intro to ANOVA
Normality and Intro to ANOVA
Sept 14
Video 1 Slides Normal Distributions
Video 2 Slides Testing For Normality
Readings: Gotelli & Ellison Chapter 5
Intro to Regression
Intro to Regression
Sept 23
Video 1 Slides Simple Regression
Video 2 Slides Uncertainty in Regression Parameters
Readings: Gotelli & Ellison Chapter 9
GLM Examples, Statistical Power
GLM Examples, Statistical Power
Oct 12
Video 1 Slides GLM Example: Binomial Regression
Video 2 Slides Introducing Statistical Power
Video 3 Slides Estimating Power / Beta
Video 4* Slides Estimating needed sample size for one population
Rewatch video 2* of Hypothesis testing (Estimating Sample Size for comparing populations)*
*These videos were recorded for other lectures, so they may not sequence perfectly with the others
Readings: Bolker page 209-225
Ordination
Ordination
Model Selection
Model Selection
Bayesian Statistics
Bayesian Statistics
Nov 4
Video 1 Slides TBD
Video 2 Slides TBD
Video 3 Slides TBD
Readings: Gotelli & Ellison Chapter 13 | Beetle Data (for Video 3 example)
Population Dynamics Models
Population Dynamics Models
Nov 23
Video 1 Slides Single-Species Dynamical Models
Video 2 Measurement Error & Process Noise
Readings: Bolker Chapter 11
What's Next?
What's Next?
Discussions of active areas of applied statistics research and new applications to Biology & Ecology
Nov 30
Final Review
Final Review
Dec 2
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