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Mukherjee, Rajarshi
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Mukherjee, Rajarshi
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Mukherjee
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Rajarshi
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Mukherjee, Rajarshi
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search.filters.subject.Biostatistics
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search.filters.subject.Minimax Estimation
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search.filters.subject.Minimax Hypothesis Testing
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2014
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Author's Publications: search.filters.isAuthorOfPublication.7b7c1bf9-3491-4efb-929e-314e17b06f01
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Publication
Statistical Inference for High Dimensional Problems
(
2014-06-06
)
Mukherjee, Rajarshi
;
Lin, Xihong
;
Robins, James
;
Cai, Tianxi
;
Tchetgen Tchetgen, Eric
;
Pillai, Natesh
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In this dissertation, we study minimax hypothesis testing in high-dimensional regression against sparse alternatives and minimax estimation of average treatment effect in an semiparametric regression with possibly large number of covariates.
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