Topics from computational statistics relevant to modern statistical applications: random number generation, sampling, Monte Carlo methods, computational inference, MCMC methods, graphical models, data partitioning, and bootstrapping, with emphasis on solid conceptual understanding through applications.

Level

grad

Department

CAS

Credits

4

Prerequisites

MA 575