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Updating syllabus given COVID-19 complications
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34 changes: 14 additions & 20 deletions syllabus/stats_eco_evo_syllabus_2020.Rmd
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---
title: "| Introduction to Statistics for\n| Ecology and Evolutionary Biology\n| (EEEB UN3005/GR5005)"
author: "Columbia University - Spring 2020"
title: "Introduction to Statistics for \nEcology and Evolutionary Biology \n(EEEB UN3005/GR5005)"
author: "Columbia University - Spring 2020 \nUPDATED: 21 March 2020"
output: pdf_document
fontsize: 12pt
urlcolor: blue
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## Week 08 (Mar 16) - No Class (Spring Break)

## Week 09 (Mar 23) - Model Selection
## Week 09 (Mar 23) - No Class (COVID-19 Cancellations)

## Week 10 (Mar 30) - Model Selection

**Required reading:**

- *Statistical Rethinking*: Chapter 6

- Anderson, D. R., and K. P. Burnham. 2002. Avoiding pitfalls when using information-theoretic methods.

- Bolker, B. M. 2018. "Multimodel approaches are not the best way to understand multifactorial systems." [Article link](https://github.com/bbolker/discretization/blob/master/discrete.pdf)

**Optional reading:**

- Whittingham, M. J., et al. 2006. Why do we still use stepwise modelling in ecology and behaviour?
- Bolker, B. M. 2018. "Multimodel approaches are not the best way to understand multifactorial systems." [Article link](https://github.com/bbolker/discretization/blob/master/discrete.pdf)

- McGill, B. 2015. "Why AIC appeals to ecologist's lowest instincts." *Dynamic Ecology*. [Article link](https://dynamicecology.wordpress.com/2015/05/21/why-aic-appeals-to-ecologists-lowest-instincts/) (And be sure to see the many interesting comments.)

## Week 10 (Mar 30) - Interactions
**EEEB GR5005 Students: Research project rough drafts due Apr 02**

## Week 11 (Apr 06) - Interactions

**Required reading:**

- *Statistical Rethinking*: Chapter 7

**EEEB GR5005 Students: Research project rough drafts due Apr 02**

## Week 11 (Apr 06) - Link Functions and Poisson Regression
## Week 12 (Apr 13) - Link Functions and Poisson Regression

**Required reading:**

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- *Statistical Rethinking*: Chapter 8

## Week 12 (Apr 13) - Binomial Regression
## Week 13 (Apr 20) - Binomial Regression

## Week 13 (Apr 20) - Introduction to Multilevel Modeling
## Week 14 (Apr 27) - Introduction to Multilevel Modeling

**Required reading:**

- McElreath, R. 2017. "Multilevel regression as default." [Article link](http://elevanth.org/blog/2017/08/24/multilevel-regression-as-default/)

- *Statistical Rethinking*: Chapter 12

## Week 14 (Apr 27) - More Multilevel Modeling

**Required reading:**

- Bolker, B. M., et al. 2009. Generalized linear mixed models: a practical guide for ecology and evolution.

**EEEB GR5005 Students: Research projects due Apr 30**

## Week 15 (May 04) - The Wide World of Statistical Models
## Week 15 (May 04) - More Multilevel Modeling

**Required reading:**

- *Statistical Rethinking*: Chapter 11
- Bolker, B. M., et al. 2009. Generalized linear mixed models: a practical guide for ecology and evolution.

**Optional reading:**

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