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Annals of Statistics
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Published by Institute of Mathematical Statistics
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Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework
Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov, Ying Wei
2018
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Annals of Statistics
doi:10.1214/17-aos1671 pmcid:PMC6449050
A new perspective on robust $M$-estimation: Finite sample theory and applications to dependence-adjusted multiple testing
Wen-Xin Zhou, Koushiki Bose, Jianqing Fan, Han Liu
2018
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Annals of Statistics
doi:10.1214/17-aos1606 pmcid:PMC6133288
Estimation of a monotone density in $s$-sample biased sampling models
Kwun Chuen Gary Chan, Hok Kan Ling, Tony Sit, Sheung Chi Phillip Yam
2018
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Annals of Statistics
doi:10.1214/17-aos1614 pmcid:PMC6251412
Optimal shrinkage of eigenvalues in the spiked covariance model
David Donoho, Matan Gavish, Iain Johnstone
2018
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Annals of Statistics
doi:10.1214/17-aos1601 pmcid:PMC6152949
Consistency and convergence rate of phylogenetic inference via regularization
Vu Dinh, Lam Si Tung Ho, Marc A. Suchard, Frederick A. Matsen IV
2018
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Annals of Statistics
doi:10.1214/17-aos1592 pmcid:PMC6191858
5,371
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