[FLASHCARDS] Computational Statistics

25 Mar, 2024

Download Deck: Computational Statistics

Coverage as updated on 24th Mar, 2024:

1. Univariate Optimization: Bisection, Secant, Newton-Raphson, Fisher Info
2. Multivariate Optimization: Newton-like methods (Gauss, Gauss Seidel, Quasi Newton, Discrete Newton)
3. Combinatorial Optimization: Q-function, sufficient statistics, Expectation Maximization (SEM, ECM, MCEM, Gradient EM, Quasi-Newton EM, Aitken etc), Genetic Algorithms, Tabu, Random Start Local Search
4. +Lotta math properties

#anki #combinatorial optimization #computational statistics #multivariate optimization #newton method #optimisation #optimization #univariate optimization