My Projects
A few projects I'm working on or have recently finished. Many are collaborations. If you find any project interesting, don't hesitate to reach out!
A few projects I'm working on or have recently finished. Many are collaborations. If you find any project interesting, don't hesitate to reach out!
See my Google Scholar profile or perform a search below. Then click one of the buttons to download or copy the URL .
We discuss the mutual-internal-validity problem in scientific experimentation. We also highlight why researchers need to be explicity about the goals of experimentation.
We develop a new behavioral paradigm and combine EEG with pupillometry to test the expected value of control theory. This theory describes how costs and benefits are integrated to determine how much control to allocate.
We applied drift diffusion and hierarchical Bayesian modeling (download code) to investigate the effects of mental effort exertion and how accuracy prompts reduce misinformation sharing.
I (with Oshin Vartanian) proposed a new framework for creativity that integrates decades of research on decision making and neuromodulation (specifically the locus ceruleus-norepinephrine system).
Zivvy Epstein and I made Yourfeed, a platform to study social media consumption behavior. We used Svelte for the frontend and Flask for the backend.
I occasionally create data science tutorials. They are mostly for my forgetful future self, though you can also find many FAQs (e.g., data.table vs tidyverse's dplyr, interpret statistical interactions, reshape dataframes, MCMC).
Mohsen Mosleh and I made an app to quantify and visualize how much misinformation people are exposed to on Twitter, via the accounts they follow.
An simple website that helps you convert between commonly used effect size metrics (e.g., Cohen's d, Pearson's r, odds ratio, AUC, Cohen's f)
I occasionally write on Medium (@ausius), a blogging platform founded by Evan Williams. It's a place with "little stories that make your day better and manifestos that change the world."