mcomsa's repositories
map-population-change
In this repo, I show you how to map the population change in Romania from 1990 to 2020 using ggplot2 in R. 🗺️ I use the GHSL population data, which provides high-resolution population rasters for the whole world. 🌎 I take the difference between the 1990 and 2020 rasters to calculate the population change in each pixel. 🧮
Regularized-Raking
Materials for my talk at NYOSP on Regularized Raking
visualize-poverty-r
THis repo will show how to download the NASA GRDI data, which is a global index of deprivation for each pixel on Earth Use the terra package to read and manipulate spatial data in R Use the zonal function to calculate the average deprivation for each state in India Use ggplot2 and rayshader to create beautiful 2D and 3D maps of poverty in India
awesome-causal-inference
A curated list of causal inference libraries, resources, and applications.
voteswitchR
Data and Methods for Analyzing Comparative Vote Switching Data
selMNAR.MI
R package for multiple imputation of single-level and multilevel binary and ordinal variables that are supposed to be MNAR
k-means-explorable
An Explorable Explainer of K-Means Clustering
distribution_sideplot_group_overlay_stata
Group-wise overlay of scatterplot combined with marginal distribution on the sides using Stata
pml2-book
Probabilistic Machine Learning: Advanced Topics
stata-tables
Code and writing for blogpost about Stata tables
BiB-population-pyramids
Modern, colorful population pyramids for a report published by the "Bundesinstitut für Bevölkerungsforschung" (German Federal Institute for Population Research)
TDWILogisticRegression
Repository for the TDWI 1-Day course, "Advanced Analytics for Everyone With Excel"
treatment_effect
Automating a graph for treatment effect using Sysuse Auto from Stata
automated-survey-reporting
Automated survey reporting with googlesheets4, pins, and R Markdown.
RapidMinerOverview
Introductory overview of RapidMiner
The-Stata-Guide
Files for the Stata Guide on Medium https://medium.com/the-stata-guide
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
Writing-Code
Code and small projects associated with blogs or articles
meetup-2021-rmd-business-report
Talk at R Entrprise Meetup about styling Rmd for following organization guidelines
DataAnalysisWithExcel
GitHub repo for Dave Langer's YouTube tutorials on data analysis with Excel
DataCleaningWithExcel
Public repository for files related to Dave Langer's "Data Cleaning With Excel" YouTube tutorial series.
Diff-in-Diff-Notes
Keeping track of what is going on with the latest DiD innovations.
applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course