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STAT-S 625: NONPARAMETRIC THEORY AND DATA ANALYSIS (3 credits)

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Survey of methods for statistical inference that do not rely on parametric probability models. Statistical functional, bootstrapping, empirical likelihood. Nonparametric density and curve estimation. Rank and permutation tests.

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