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Nov 24, 2024
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STAT 904 - Resampling Methods
Application, theory, and computational aspects of resampling methods. Topics include parametric, nonparametric, jackknife, and finite-population resampling; bootstrap confidence intervals and hypothesis tests; randomization theory and permutation tests; applications to regression; implementation using statistical software. Additional topics may include double bootstrap, dependent data, efficient resampling.
Credits: (2)
Requisites:
Pr.: STAT 860.
When Offered:
Spring, even years
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