Research Notebook
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A blog-first bio site for mathematical writing: statistics, inference, and machine learning presented with the calm of a journal and the precision of a notebook.
Archive
6
Long-form entries spanning 2019-2020.
Focus
Math-first
Dense statistical equations rendered statically with MathJax.
Topics
3
Themes indexed across the notebook.
Abstract
This site turns personal study into a public archive. The writing is grounded in rigorous mathematics, but the presentation is designed to feel open, quiet, and legible rather than intimidating.
Latest Writing
Recent entries from the archive
Jan 3, 2020
Unit 5 - Bayesian statistics
Notes on Bayesian inference, prior and posterior distributions, Bayes estimators, and Jeffreys' prior from MITx Fundamentals of Statistics
Unit 4 - Hypothesis testing
Notes on T-tests, Wald's test, likelihood ratio tests, and goodness of fit tests from MITx 18.6501x Fundamentals of Statistics
Unit 3 - Methods of Estimation
Notes on MLE, method of moments, M-estimation, Fisher information, and delta method from MITx Fundamentals of Statistics
Support LaTeX in GitHub Pages for Math Equations
How to fix common LaTeX rendering issues in GitHub Pages with MathJax, including inline math escaping for pipes, braces, and underscores
Unit 2 - Foundation of Inference
Notes on estimation, confidence intervals, hypothesis testing, and the delta method from MITx Fundamentals of Statistics