Tags
Distributions
Aug 20, 2024
Probability and Statistics
28 min readProbability and Statistics (2): Random Variables and the Distributions That Matter
A rigorous tour of random variables, PMFs, PDFs, CDFs, and every distribution that matters in practice — Bernoulli, Binomial, Poisson, Gaussian, Exponential, Gamma, and Beta — with derivations, proofs, and Python …
Oct 21, 2021
Functional Analysis
72 min readFunctional Analysis (11): Distributions and Sobolev Spaces — Generalized Solutions
Distributions extend the notion of function to handle derivatives that don't exist classically — Sobolev spaces provide the right setting for weak solutions to PDE.