2009-2010 University Catalog 
  
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2009-2010 University Catalog

CSI 972 - Mathematical Statistics I

Credits: 3
Cross-Listed with IT 972/STAT 972

Focuses on theory of estimation, exploring method of moments, least squares, maximum likelihood, and maximum entropy methods. Details methods of minimum variance unbiased estimation. Other topics include sufficiency and completeness of statistics, Fisher information, Cramer-Rao bounds, Bhattacharyya bounds, asymptotic consistency and distributions, statistical decision theory, minimax and Bayesian decision rules, and applications to engineering and scientific problems.

Prerequisites
STAT 652 or equivalent.

Hours of Lecture or Seminar per week
3
Hours of Lab or Studio per week
0