Apr 24, 2024  
2022-2023 Graduate Catalog 
    
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2022-2023 Graduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

STAT 646 - Nonparametric Statistics

Order statistics and ranks, distribution free statistics, linear rank statistics, and U-statistics. Asymptotic relative efficiency. Nonparametric density estimation and regression, kernel methods, bandwidth selection, roughness penalties. Nonparametric resampling methods, standard error estimation, bootstrap confidence intervals, bootstrap tests. Nonparametric observed confidence levels.

Prerequisites & Notes
PRQ: STAT 611 or consent of department.

Credits: 3