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resources.Rmd
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---
title: "Course resources"
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
<!-- <p style="color: #ba5e00"><b>TO UPDATE THIS PAGE:</b> Open and edit the <b>resources.Rmd</b> file, in the project root, to delete this placeholder text and customize with your own!</p> -->
All lecture slides, readings, and labs will be posted here each week. Assignments will be mentioned here, but all assignments will be posted, submitted, and graded through Github Classrooms.
### Week 1
- **Slides 01**: Course intro [html](slides/01-intro/01-intro.html) [pdf](slides/01-intro/01-intro.pdf)
- **Reading:**
+ [Chapter 2](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
+ Optional reading: Rolf et al. (2021) ["Representation matters"](https://arxiv.org/abs/2103.03399)
+ Optional reading/watching: ["Gender shades"](http://gendershades.org/)
+ Optional watching: Esther Duflo on [Randomized Control Trials](https://www.youtube.com/watch?v=0zvrGiPkVcs)
- **Lab:** No lab this week
- **Assignment:** Assignment 1 posted 9/23; due 9/30, 5pm
### Week 2
- **Slides 02**: Summary statistics [html](slides/02-summstats/02-summstats.html) [pdf](slides/02-summstats/02-summstats.pdf)
- **Reading:**
+ [Chapters 4-6](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
- **Lab:** [setup script](https://www.dropbox.com/s/2pwolalmlai8n5m/_common.R?dl=0), [markdown](labs/02-week-two/week-2-lab.Rmd), [answers](labs/02-week-two/week-2-lab-answers.Rmd), [answers in html](labs/02-week-two/week-2-lab-answers.html). Note: all files also on Github [here](https://github.com/tcarleton/EDS-222-stats)
- **Assignment:** Assignment 2 posted 9/30; due 10/7, 5pm
### Week 3
- **Slides 03**: Ordinary Least Squares [html](slides/03-ols/03-ols.html) [pdf](slides/03-ols/03-ols.pdf)
- **Reading:**
+ [Chapter 7](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
- **Lab:** OLS in `R` [markdown](labs/03-week-three/week-3-lab.Rmd), [answers](labs/03-week-three/week-3-lab-answers.Rmd), [answers in html](labs/03-week-three/week-3-lab-answers.html). Note: all files also on Github [here](https://github.com/tcarleton/EDS-222-stats)
- **Assignment:** Assignment 3 posted 10/8; due 10/18, 5pm [Note: deadline delayed from original 10/15]
### Week 4
- **Slides 04**: Ordinary Least Squares, continued [html](slides/04-ols-contd/04-ols-contd.html) [pdf](slides/04-ols-contd/04-ols-contd.pdf)
- **Reading:**
+ [Chapter 8](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
- **Lab:** OLS in `R`, continued [markdown](labs/04-week-four/week-4-lab.Rmd), [answers](labs/04-week-four/week-4-lab-answers.Rmd), [answers in html](labs/04-week-four/week-4-lab-answers.html).
- **Assignment:** Assignment 4 DELAYED until after midterm
### Week 5
- **Slides 05**: Multiple linear regression [html](slides/05-multiplereg/05-multiplereg.html) [pdf](slides/05-multiplereg/05-multiplereg.pdf)
- **Reading:**
+ [Chapter 8](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
- **Lab:** Interaction models in `R` [markdown](labs/05-week-five/week-5-lab.Rmd), [answers](labs/05-week-five/week-5-lab-answers.Rmd), [answers in html](labs/05-week-five/week-5-lab-answers.html).
- **No assignment**
### Week 6
- Review \& Midterm Exam
### Week 7
- **Slides 06**: Statistical inference [html](slides/06-inference/06-inference.html) [pdf](slides/06-inference/06-inference.pdf)
- **Reading:**
+ [Chapters 13, 19.2](https://openintro-ims.netlify.app/data-design.html), _Introduction to Modern Statistics_
- **Lab:** Hypothesis testing in `R` [markdown](labs/07-week-seven/week-7-lab.Rmd), [answers](labs/07-week-seven/week-7-lab-answers.Rmd), [answers in html](labs/07-week-seven/week-7-lab-answers.html).
- **Assignment:** Assignment 4 [details TBD]
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