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2011-2012 University Catalog
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CSI 771 - Computational StatisticsCredits: 3 (NR)
Covers basic computationally intensive statistical methods and related methods, which would not be feasible without modern computational resources. Covers nonparametric density estimation including kernel methods, orthogonal series methods and multivariate methods, recursive methods, cross-validation, nonparametric regression, penalized smoothing splines, the jackknife and bootstrapping, computational aspects of exploratory methods including the grand tour, projection pursuit, alternating conditional expectations, and inverse regression methods.
Equivalent to STAT 751
Prerequisite(s): STAT 544, 554, and 652.
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0
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