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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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CSI 771 - Computational Statistics

Credits: 3
Not Repeatable for Credit
Offered by Computational and Data Sciences

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): B- or higher in CSI 672 or permission of instructor.
Prerequisite(s) enforced by registration system.

Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0

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CSI 771 - Computational Statistics