Economics professor at Seattle University (previously CSU Fullerton). Econometrics, causality, and visualization. Usually R, sometimes Stata or Python.
causalgraphs. R code for causal graph animations
308causalbook. Replication code and downloadable example data sets for The Effect
207EconometricsSlides. This is the repository for the slides used in the Seattle University Econometrics course
171causaldata. Packages of Example Data for The Effect
158CausalitySlides. Slides for the Seattle University Causal Inference Class
151introcausality. Class materials for "Economics, Causality, and Analytics"
124TheEffectAssignments. Homework assignments to go along with The Effect
77Econometrics. A Swirl course for introductory econometrics
72DataCommSlides. Slides for Seattle University Course on Data Communications
67LOST. The Library of Statistical Techniques: Instructions for Performing Statistics THIS REPO IS MOVING TO https://github.com/LOST-STATS/LOST-STATS.github.io
50vtable. An R package for creating Variable Documentation Files
40pmdplyr. Panel Maneuvers in dplyr: An R package for cleaning and manipulating panel and hierarchical data
36did. A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package
31mlrtime. A Stata package for running machine learning analyses in R
25DataWranglingWorkshopFiles. These are the files for the walk-through example at the end of the data wrangling workshop(s)
25DataVizChecklist. A brief checklist to go through before you're done with your data visualization, or as you're using it.
14nicksshorts. An R package with some convenience functions for graphing and data cleaning
12CVRoller. A python program designed to automatically generate and update CVs
8TheEffectStyle. Files and tips for modifying the msmbstyle Bookdown style to look like The Effect
6ManyEconomists. This repository is a central website describing the 2022 Many Economists Project
5modelsummary. Beautiful and customizable model summaries in R.
4R4Econ. Shared resources for Econ Research Assistants working in R
4learnstuff. An R script that, despite being wildly inaccurate, tells you what to do with your life.
3SafeGraphR. Package for reading and analyzing SafeGraph data
3SomeThoughts. 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.
3ggwhiteboard. Static and Animated Line, Shading, and Intersection Whiteboard Plots in ggplot2
3gganimate. A Grammar of Animated Graphics
2AngristBattistinVuriReplicationReport. AEA Replication Report for Angrist Battistin and Vuri AEA:AE 2017
2MagnifiedIV. A package to implement Magnified IV (SLATE) methods as in Huntington-Klein (2019)
2flexdashboard. Easy interactive dashboards for R
2econometrics_data_exploration. econometrics_data_exploration
2SafeGraphCompareDashboard. Compare Two Locations or Location Sets on their SafeGraph Foot Traffic - Example Using Houston
1suncorr. Creates "sun and moon" visualizations of correlation matrices
1repl_data. Downloadable files
1Robyn. Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
1stata. Repository for ado files published on SSC: net from https://github.com/bbdaniels/stata/raw/master/
1MagIVStata. A Stata package for running Magnified IV/SLATE estimation
1knitr. A general-purpose tool for dynamic report generation in R
1SafeGraphAbsoluteNumbers. Code for the report on the use of standard population scaling for SafeGraph data
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