ISYE6416 [at Georgia Tech]

Computational Statistics, 3 credit hours — This class describes the available knowledge regarding statistical computing. Topics include random deviates generation, importance sampling, Monte Carlo Markov chain (MCMC), EM algorithms, bootstrapping, model selection criteria, (e.g. C-p, AIC, etc.) splines, wavelets, and Fourier transform.

Prereqs: [MATH2028 on OSCAR]

Taught by:

• Yao Xie (from CIOS): 10.2 hours per week on average; 11.1 in Spring 2023; 12.2 in Spring 2022; 11 in Spring 2021.

Main sections