NickCH-K/EconometricsSlides

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NickCH-K/EconometricsSlides

NickCH-K

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This is the repository for the slides used in the Seattle University Econometrics course

EconometricsSlides

This is the repository for the slides used in the Seattle University Econometrics course

Slides can be seen on GitHub Pages at:

Week 1

What is Econometrics?

Week 2

What is Ordinary Least Squares?

Properties of Regression

Week 3

What is Hypothesis Testing?

Applying Hypothesis Testing

Week 4

Multivariate Regression

Week 5

Binary Variables and Functional Form

Functional Form Practice and Midterm Prep

Week 6

Week 7

Difference-in-Difference

Difference-in-Difference Studies (PDFs of papers in the repo)

Week 8/9

The Next Two Weeks

Power Simulations (not lecture slides)

Regression Discontinuity

Instrumental Variables

Limited/Binary Dependent Variables

causalgraphs

R code for causal graph animations

causalbook

Replication code and downloadable example data sets for The Effect

CausalitySlides

Slides for the Seattle University Causal Inference Class

causaldata

Packages of Example Data for The Effect

introcausality

Class materials for "Economics, Causality, and Analytics"

Econometrics

A Swirl course for introductory econometrics

DataCommSlides

Slides for Seattle University Course on Data Communications

TheEffectAssignments

Homework assignments to go along with The Effect

LOST

The Library of Statistical Techniques: Instructions for Performing Statistics THIS REPO IS MOVING TO https://github.com/LOST-STATS/LOST-STATS.github.io

vtable

An R package for creating Variable Documentation Files

pmdplyr

Panel Maneuvers in dplyr: An R package for cleaning and manipulating panel and hierarchical data

did

A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package

DataWranglingWorkshopFiles

These are the files for the walk-through example at the end of the data wrangling workshop(s)

mlrtime

A Stata package for running machine learning analyses in R

CVRoller

A python program designed to automatically generate and update CVs

DataVizChecklist

A brief checklist to go through before you're done with your data visualization, or as you're using it.

nicksshorts

An R package with some convenience functions for graphing and data cleaning

TheEffectStyle

Files and tips for modifying the msmbstyle Bookdown style to look like The Effect

ManyEconomists

This repository is a central website describing the 2022 Many Economists Project

learnstuff

An R script that, despite being wildly inaccurate, tells you what to do with your life.

SomeThoughts

A place to keep some brief blog-style thoughts, and when I have enough of them, a place to be annoyed I didn't set up a proper blogging structure the first time around.

SafeGraphR

Package for reading and analyzing SafeGraph data

MagnifiedIV

A package to implement Magnified IV (SLATE) methods as in Huntington-Klein (2019)

AngristBattistinVuriReplicationReport

AEA Replication Report for Angrist Battistin and Vuri AEA:AE 2017

ggwhiteboard

Static and Animated Line, Shading, and Intersection Whiteboard Plots in ggplot2

MagIVStata

A Stata package for running Magnified IV/SLATE estimation

SafeGraphCompareDashboard

Compare Two Locations or Location Sets on their SafeGraph Foot Traffic - Example Using Houston

repl_data

Downloadable files