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Data Scientist exploring the intersection of statistics, machine learning, and the art of understanding data.
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View all →Unit 5 - Bayesian statistics
Notes on Bayesian inference, prior and posterior distributions, Bayes estimators, and Jeffreys' prior from MITx Fundamentals of Statistics
7 min read
Statistics
Unit 4 - Hypothesis testing
Notes on T-tests, Wald's test, likelihood ratio tests, and goodness of fit tests from MITx Fundamentals of Statistics
15 min read
Statistics
Unit 3 - Methods of Estimation
Notes on MLE, method of moments, M-estimation, Fisher information, and delta method from MITx Fundamentals of Statistics
20 min read
Statistics
Support Latex in Github Page to show math equations
How to fix common LaTeX rendering issues in GitHub Pages with MathJax
2 min read
Github PageBug
Unit 2 - Foundation of Inference
Notes on estimation, confidence intervals, hypothesis testing, and the delta method from MITx Fundamentals of Statistics
10 min read
Statistics