Projects
This should properly be under research, but I wanted it at the top because it was a recent and significant endeavor. Here I simulate data to validate factor analytic approaches for personality structures under the lexical hypothesis.
A fun shiny app for personality assessment based on the findings of my dissertation. Also compares you to AI-rated superhero traits.
This is a dashboard of New York City AirBnB listings using data courtesy of airroi.com. Please view in full screen!
This is a pricing model to predict AirBnB prices from data courtesy of airroi.com. It uses both a Bayesian regression and XGBoost approach. I provide code and a briereport of the findings.
In the process of automating our study to accept new participants, and receive and send surveys, I found that the qualtRics package mostly enabled downloading but not sending survey results. I wrote these functions to allow me to update contact lists and send surveys.
Posters
A curated gallery of posters reporting my analyses
Talks
The presentation accompanying the defense of my dissertation manuscript (available above, in case you missed it).
In this talk, I give some thoughts on designing items for more effective assessment.
Here I discuss some preliminary findings from my grant-funded study of physician functioning.
In this talk, I discuss some exploratory analyses comparing the structure of personality from Large Language Models to human data, using a psycholexical approach.
In this talk, I continue to expound the importance of considering psychological constructs related to wellbeing in understanding the performance of physicians.