Mar 29, 2024  
2017-2018 University Catalog 
    
2017-2018 University Catalog [ARCHIVED CATALOG]

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MATH 534 - Statistical Computing (3)


Numerical methods in linear and nonlinear regression including Gauss-Jordan, QR, and Gauss-Newton algorithms. Maximum likelihood computation, including Newton, Fisher-scoring, quasi-Newton, and EM algorithms. Bayesian computations, including numerical integration, Monte-Carlo integration, and Markov chain Monte Carlo. Nonparametric inference including Bootstrap.

Prerequisites: MATH 502A , MATH 502B , MATH 320 , MATH 307 .



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