Course schedule
Week 1
- Dates:
-
August 26-30
- Topics:
-
Onboarding
To Do
Create a Github Account
Join the course organization
Readings
If you plan to use R and RStudio on your local laptop, work through this tutorial: Github Onboarding with RStudio
Weeks 2 - 4
- Dates:
-
September 2-20
- Notes:
-
Labor day Monday September 2, no class
- Topics:
-
Introduction to R
Plotting Data
The “Tidyverse”
Readings:
Winter, Ch 1
Winter, Ch 2
Supplementary resources
Weeks 5-6
- Dates:
-
September 23-October 4
- Topics:
-
Descriptive Statistics, Probabilities, Distributions, Bayes rule, Beginning Linear Models
Readings
Winter, Ch3
Winter, Ch4
Supplementary Material
Weeks 7-9
- Dates:
-
October 7-25
- Topics:
-
Correlation and Transformations, Multiple Regression, Categorical Predictors
Readings
Winter, Ch 5
Winter, Ch 6
Winter, Ch 7
Supplementary Materials
Weeks 10-11
- Dates:
-
October 28-November 8
- Notes:
-
Fall break October 28, no class.
Election Day, November 5
- Topics:
-
Interactions, Inferences
Readings
Winter Ch 8
Winter Ch 9
Winter Ch 10
Weeks 12-13
- Dates:
-
November 11-22
- Topics:
-
Generalized Linear Models
Readings
Winter Ch 12
Winter Ch 13
Weeks 14-15
- Dates:
-
November 25-December 6
- Notes:
-
Thanksgiving Break November 27-29, no class
- Topics:
-
Mixed Effects Models
Readings
Winter Ch 14
Winter Ch 15
Supplementary Materials
Week 16
- Dates:
-
December 9-13
- Notes:
-
Last day of class: December 11
- Topics:
-
Wrap-up and outlook
Reuse
Citation
@online{fruehwald,
author = {Fruehwald, Josef},
title = {Course Schedule},
url = {https://lin611-2024.github.io/syllabus/schedule.html},
langid = {en}
}