This lab is taught in conjunction with EC 320 taught by Philip Economides
Lab Session:
- Thursdays 4:00pm–5:20pm, Mackenzie Hall 422
Office Hours:
- Friday 2:00pm-3:00pm, PLC 827
Email: mwood13@uoregon.edu
Prerequisite Installations:
Recomended Installations:
- LaTeX distribution software, I use MiKTeX.
Slides will be posted after class. Use these resources to recap over what has been covered. If using the Pull feature, be sure to do so regularly before engaging with material.
- An introduction to R.
- Project management.
- Markdown files and knitting.
- How to use Tex language for writing in markdown.
Content
- Installing Packages
- Laoding data with
readr - Cleaning data with
tidyr - Manipulating data with
dplyr
Content
This weeks slides are courtesy of Philip
- Creating Line, Density, and Scatterplots
- Faceting
- Layering Plots
Content
- Manual OLS
- OLS with
lm
Content
Week 4 Slides | Using Stargazer
- Manually Calculate Confidence Intervals
- Graph Confidence Intervals
- Manually Conducting Hypothesis Tests
- Using
ifelsestatements
Content
- How to identify Omitted Variables
- How to identify Irrelevent Valiables
- F-Tests
- Intro to Iterated Simulations
Content
- Visualizing Spacial Data
- Intro to Function Writing
- Intro to Loops
Content
- Log-Linear Regressions and Interpretations
- Quadratic Relations
- Interaction Variables and Marginal Effects
Content
- Goldfeld-Quant Test
- Breusch-Pagan Test
- White Test
- Correcting for Clustered Standard Errors
Content
I would like to thank Philip for assistance in setting up this course site and for providing some of the slide content.