Posts

Unemployment Claims COVID-19

In this post I am visualizing and analyzing the unprecedented increase in the number of unemployment claims filed in the US after the …

Propensity Score Analysis with Multiply Imputed Data

In this post, I walk through steps of running propensity score analysis when there is missingness in the covariate data. Particularly, …

Missing Data in Propensity Score Analysis

Theories behind propensity score analysis assume that the covariates are fully observed (Rosenbaum & Rubin, 1983, 1984). However, …

Nepal Earthquake

I wanted to analyze the data from the April 2015 Nepal earthquake that resulted in around 10,000 deaths. I am using a dataset that I …

Tidy Tuesday Horror

Load the Data and Check Duplicates library(tidyverse) library(lubridate) library(kableExtra) library(ggridges) # there were complete …

Continuous Treatment in Propensity Score Analysis

In my qualifying exam, in the written part, I was asked about how to analyze the effect of continuous, not binary, treatment using …