Chapter 4 · Probability (MIT)

Unit IV: Laws of Large Numbers and Inference

The Markov and Chebyshev inequalities, the weak law of large numbers, the central limit theorem, Bayesian inference and least-mean-squares estimation, and classical statistics: estimators, confidence intervals and hypothesis tests.

25 of the 31 problems this chapter sets.