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University of Pittsburgh    
2020-2021 Graduate & Professional Studies Catalog 
    
 
  Dec 17, 2024
 
2020-2021 Graduate & Professional Studies Catalog [Archived Catalog]

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STAT 2641 - ASYMPTOTIC METHODS IN STATISTICS


Minimum Credits: 3
Maximum Credits: 3
A careful study of some standard asymptotic techniques in statistics and their modern refinements. Topics include stochastic convergence, delta method, M-estimators, contiguity, local asymptotic normality, concepts of efficiency, projection and U-statistics, likelihood ratio tests, bootstrap, Bayes procedures along with some empirical process methods.
Academic Career: Graduate
Course Component: Lecture
Grade Component: Grad LG/SNC Basis


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