STSCI 6520

Last Updated

  • Schedule of Classes - June 2, 2019 7:14PM EDT
  • Course Catalog - June 2, 2019 7:15PM EDT

STSCI 6520
Computationally Intensive Statistical Methods

Course information provided by the Courses of Study 2018-2019.

Modern statistical methods routinely used in practice for analyzing large, complex datasets require intensive computation. This course covers topics in statistical computing, including numerical optimization and finding zeros (likelihood and related techniques), random number generation and Monte Carlo methods, bootstrap and subsampling, dimension reduction, nonlinear predictive modeling and parallel computing. Programming will be done in R.

When Offered Spring.

Prerequisites/Corequisites Corequisite: ORIE 6700 or MATH 6730 (or equivalent) and at least one course in probability, or permission of instructor.

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Syllabi:

  •   Regular Academic Session.  Combined with: BTRY 6520

  • 4 Credits Stdnt Opt

  • 16357 STSCI 6520   LEC 001

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  • Corequisites: ORIE 6700/Math 6730 (or equivalent) and at least one course in probability, or permission of instructor.