Schedule
The topics and readings listed here are the tentative schedule for the course. We may find, in the room, that some topics will take longer than initially scheduled.
| Week | Dates | Topics | Readings | Supplementary Resources | Notes |
|---|---|---|---|---|---|
| 1 | Jan 10,12 | Onboarding | Github Onboarding with RStudio | ||
| 2 | Jan 17, 19 | Introduction to R | Winter, Ch 1 | Chapter 1 blog due Friday | |
| 3 | Jan 24, 26 | Tidyverse and Workflows | Winter, Ch 2 | ||
| 4 | Jan 31, Feb 02 | Tidyverse and Workflows (part 2) | Winter, Ch 2 | Chapter 2 blog due Friday | |
| 5 | Feb 07, 09 | Descriptive Statistics, Models, and Distributions | Winter, Ch3 | R4DS, Exploratory Data Analysis | Chapter 3 blog due Friday |
| 6 | Feb 14, 16 | Intro to Linear Models | Winter Ch4 | Chapter 4 blog due Friday | |
| 7 | Feb 21, 23 | Correlations and Transformations | Winter Ch5 | Chapter 5 blog due Friday | |
| 8 | Feb 28, Mar 02 | Multiple Regression | Winter Ch6 | Chapter 6 blog due Friday | |
| 9 | Mar 07, 09 | Categorical Predictors | Winter Ch7 | forcats cheat sheet (pdf) | Chapter 7 blog due Friday Midterm Project Due |
| Spring Break | Mar 14, 16 | No class | No Class | ||
| 10 | Mar 21, 23 | Interactions and Non-Linear Effects | Winter Ch 8 | Sóskuthy (2017) | Chapter 8 blog due Friday |
| 11 | Mar 28, 30 | Inferential Statistics | Winter Ch 9,10 | Winter Ch 11 |
Chapter 9, 10 blog due Friday |
| 12 | Apr 04, 06 | Mixed Models | Winter Ch 14 | 2017 LSA Course: Mixed Effects Models | Chapter 14 blog due Friday |
| 13 | Apr 11, 13 | Mixed Models | Winter Ch 15 | 2017 LSA Course: Model Comparison and Bootstrapping | Chapter 15 blog due Friday |
| 14 | Apr 18, 20 | Generalized Linear Models | Winter Ch 12 | Winter Ch 13 | Chapter 12 blog due Friday |
| 15 | Apr 25 | Review & Outlook | Winter Ch 16 | ||
| Finals | May 04 | Final Project Due |
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