Writing
Notes on statistics, Python, machine learning systems, LLM evaluation, and the places where implementation details change the conclusion.
A refreshed version of my original Quarto note on building a Japan prefecture choropleth with Leaflet in R.
This post is a review of my short stint as a researcher in undergrad.
This post is a walkthrough of various power analyses in R.
This post is a walkthrough of a structural equation model in R.
The XGBoost Boosting Algorithm and an Application to the Forest Cover Type Dataset
My topic of my 2021 master's thesis during my final semester.
One of the most difficult projects I did in a statistics class during grad school.
A quick notebook on how to create and interpret naive bayes models.
A rewritten lab-led tutorial on logistic regression, odds ratios, model diagnostics, and fitting a binomial GLM with caret in R.
