Jun 13, 2024  
2020-21 Graduate Catalog 
2020-21 Graduate Catalog [ARCHIVED CATALOG]

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STAT 7400 - Computational Statistics

3 credit hours
Prerequisites: COMS 6100  and MATH 2530 or equivalent. Statistical visualization and other computationally intensive methods. The role of computation as a fundamental tool of discovery in data analysis, statistical inference, and development of statistical theory and methods. Monte Carlo studies in statistics, computational inference, tools for identification of structure in data, numerical methods in statistics, estimation of functions (orthogonal polynomials, splines, etc.), statistical models, graphical methods, data fitting and data mining, and machine learning techniques.

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