Atlas
A live map of methods, questions, and recurring problem spaces.
Instead of treating the site as a list of disconnected pages, the atlas groups writing and projects into a few durable territories. It is a faster way to see what the work is really about, where the technical depth sits, and how the themes connect.
3topic clusters
13mapped nodes
Network View
Research terrain
2projects
11essays
13nodes
Methods & Modeling
Bayesian methods, nonparametrics, and estimation.
Work centered on Bayesian methods, inference, modeling assumptions, and technical statistical structure.
Mapped Items
Methods & Modeling
2 items
EssayMethods & Modeling
Bayesian vs. Frequentist: Two Ways of Thinking About Uncertainty
Two dominant frameworks of statistical inference—Frequentist and Bayesian—start from the same data but differ in what probability means and how uncertainty is quantified.
Bayesian MethodsFrequentist MethodsStatisticsInference
ProjectMethods & Modeling
Regression as an Ill-Posed Inverse Problem Spectral Filters, Regularization, and Runtime Trade-offs