Pinned Repositories
.docx-template-for-quarto
A less-crappy template for .docx documents rendered from Quarto
aiddata_database
A centralized place for all the aid datasets I use
Better-Graphics-for-the-stm-Package-in-R
The base functionality for graphics in the stm package sucks, but with some tweeks using the par() command, you can make things look much much better.
coolorrr
A package to support easy porting and usage of custom color palettes for ggplot.
data-viz-fall-2022
Data Visualization
lead-donorship
Elusive Collaboration? The Determinants of Lead Donorship in International Development
RFA
RFA package for implementing random forest adjustment.
seerrr
Power simulation tools for R users
Teaching
The place where all my teaching stuff will live (assuming I can corral it all)
Who-Attends-Church
OLS and Ordered Logit Analysis of Pew Research Center Data on Religious Attitudes and Behavior
milesdwilliams15's Repositories
milesdwilliams15/Permutation-Test
"perm.test()", a function for using a permutation test for calculating p-values
milesdwilliams15/Fragmented-Aid-and-Recipient-Corruption
Diversity of Aid Partners and Corrupt Recipient Motives
milesdwilliams15/Coordination-of-Aid-Flows-and-Aid-Fragmentation
Have efforts to reduce aid fragmentation succeeded?
milesdwilliams15/Text-Analysis-of-Sermons-Updated
milesdwilliams15/Partial-Effect-Plot-Function
A function that writes a partial regression plot.
milesdwilliams15/Powerball
A simulation of the Powerball lottery to test whether the Powerball is biased
milesdwilliams15/Religious-Intolerance-Fear-and-Insecurity
The Interconnectedness of Religious Intolerance, Fear for One's Neighbor, and Worry about Foreign and Domestic Conflict
milesdwilliams15/tabyl2
A tabyl() command with group_by() Functionality
milesdwilliams15/Piping-with-Recodes-and-Frequency-Talbes-in-R
milesdwilliams15/Comparison-of-Network-Links-between-Donor-Aid-Commitments-and-Migrant-Inflows
A Network Analysis
milesdwilliams15/Network-Analysis-of-Bilateral-Aid-Commitments
milesdwilliams15/Balance-of-Power-between-the-US-and-China
A visualization of the balance of economic power and military spending between China and the US
milesdwilliams15/Multiple-Regression-in-R-without-lm-Function
How to do multiple regression "by hand" in R
milesdwilliams15/NRC-Ranings-of-Doctoral-Programs-in-Political-Science
Analysis of National Research Council Data
milesdwilliams15/Text-Analysis-of-Sermons
Structural Topic Model of Evangelical vs Mainline Protestant Sermons
milesdwilliams15/The-Effect-of-Foreign-Aid-from-Wealthy-as-Opposed-to-Less-Wealthy-Donors-on-Immigration
milesdwilliams15/POTUS-vs-realDonaldTrump-Tweets
Quantitative Text Analysis of President Trump's Tweets
milesdwilliams15/Buddhist-Vote-in-2016
How did Buddhists vote in 2016?
milesdwilliams15/POTUS-vs-realDonaldTrump
Sentiment and Structural Topic Model Analysis of @POTUS vs @realDonaldTrump Tweets
milesdwilliams15/Random-Forest-Regression-to-Determine-Frequency-of-Church-Attendance
milesdwilliams15/Who-Attends-Church
OLS and Ordered Logit Analysis of Pew Research Center Data on Religious Attitudes and Behavior
milesdwilliams15/Inaugural-Address-of-Donald-Trump
Sentiment Analysis of Trump's Inaugural Address
milesdwilliams15/NRC-Sentiment-Analysis-vs-Hand-Coding-of-Sentiment
milesdwilliams15/Is-Trump-an-Angry-Tweeter-
A Multi-level Sentiment and Structural Topic Model Analysis of Donald Trump's Tweets
milesdwilliams15/evantwitter
Analyzing Prominent Evangelical's Tweets
milesdwilliams15/Church-Attendance
Some Pew Research Center data I've been playing around with
milesdwilliams15/Social-Media-and-Partisanship
Analysis of the relationship between online political engagement on partisan behavior
milesdwilliams15/Better-Graphics-for-the-stm-Package-in-R
The base functionality for graphics in the stm package sucks, but with some tweeks using the par() command, you can make things look much much better.
milesdwilliams15/The-Effect-of-Bilateral-Foreign-Aid-on-Bilateral-International-Migrant-Inflows
R Code Used for My Master's Thesis
milesdwilliams15/Monte-Carlo-Simulations
Practicing Monte Carlo Simulations Using Thesis Dataset