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/another-new-repository
This is a repository
milesdwilliams15/a-new-repository
milesdwilliams15/svmiller.github.io
My website on github at http://svmiller.com
milesdwilliams15/evangelicals-and-support-for-foreign-aid
Analysis of white religious conservative support for foreign aid
milesdwilliams15/chinese_foreign_aid_and_media
milesdwilliams15/predicting-the-electoral-college-2020
Using 538 aggregated polls to predict who wins the electoral college in 2020
milesdwilliams15/Math-Camp-2020
Teaching integrals and distributions in R
milesdwilliams15/Machine-Learning-Adjustment-for-Causal-Inference
Working on a generalized framework for applying machine learners to the problem of covariate adjustment
milesdwilliams15/Stopping-Spillovers-or-Seizing-Strategic-Advantage
milesdwilliams15/Leveraging-the-Black-Box
Random Forest Adjustment for Causal Inference
milesdwilliams15/Xinhua-News-Coverage-and-Chinese-Aid-Allocation
Analysis of the link between Chinese official state media coverage of developing countries and China's bilateral aid flows
milesdwilliams15/data-vis-challenge
Fun data visualization challenges
milesdwilliams15/CSES-Module-3
The CSES Module 3 dataset
milesdwilliams15/SARM
The SARM package for estimating, summarizing, and generating predictions from a strategic autoregressive model.
milesdwilliams15/foreign-aid-and-immigration-on-twetter
Analysis of tweets that link foreign aid and immigration
milesdwilliams15/Bolivia-Aid-Composition
milesdwilliams15/Math-Camp-2019
Teaching probability and loops in R
milesdwilliams15/Adjustment-Strategies-in-Experiment-Analysis
Can you use machine learning techniques to assist in estimating ATEs?
milesdwilliams15/Logit-Probit-and-Tobit-Models-from-Scratch
Code for routines that estimate three commonly used maximum likelihood estimators
milesdwilliams15/A-Logistic-Tobit-Model
A censored regression model that combines a logistic and normal link function.
milesdwilliams15/Workflow-and-Reproducibility
milesdwilliams15/Systemic-Theory-and-International-Development
An application of systemic theory to understanding international development politics
milesdwilliams15/OES-Exercise
milesdwilliams15/Equilibrium-Demand-Model
A statistical model of strategic interactions among actors
milesdwilliams15/Simulation-for-Power-Analysis
Routine for simulating a cluster-randomized treatment design.
milesdwilliams15/US-Military-Aid-and-Civil-War
The Role of Migration and Trade in Shaping US Military Assistance Policy toward Ongoing Civil War
milesdwilliams15/Condorcet-Efficiency-and-the-Behavioral-Model-of-the-Vote
A Replication of Adams (1997)
milesdwilliams15/Quant-2-paper-replication-data
milesdwilliams15/Exploration13
milesdwilliams15/Marginal-Effect-Plot
A function that will plot marginal effects for linear models.