#Statistics
5 posts tagged with Statistics
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
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
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
Unit 2 - Foundation of Inference
Notes on estimation, confidence intervals, hypothesis testing, and the delta method from MITx Fundamentals of Statistics
10 min read
Unit 1 - Introduction to Statistics
Notes from MITx 18.6501x Fundamentals of Statistics covering probability, statistics, LLN, CLT, and fundamental inequalities
6 min read