ASDS 6305

STATISTICAL AND SCIENTIFIC COMPUTING II.

University of Texas at Arlington · UGRD · Fall 2026

1 section

Catalog description

Advanced topics in statistical and scientific computing, emphasizing complex data analysis, such as high-dimensional and functional data. Topics include Expectation-Maximization (EM), Stochastic and Monte Carlo EM, Metropolis-Hastings algorithm, Gibbs sampling, functional principal component analysis, tensors, and tensor decompositions. Prerequisite: ASDS 5301 , ASDS 5302 , ASDS 5303 .

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Class #texas_arlington_new-1999Fall 2026UGRD3 credits

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