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Simultaneous Testing of Grouped Hypotheses: Finding Needles in Multiple Haystacks

Cai, T. Tony; Sun, Wenguang - In: Journal of the American Statistical Association 104 (2009) 488, pp. 1467-1481

Persistent link: https://www.econbiz.de/10008783979

Optimal Sparse Segment Identification With Application in Copy Number Variation Analysis

Jeng, X. Jessie; Cai, T. Tony; Li, Hongzhe - In: Journal of the American Statistical Association 105 (2010) 491, pp. 1156-1166

Persistent link: https://www.econbiz.de/10008784034

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Cai, T. Tony - In: Journal of the American Statistical Association 105 (2010) 491, pp. 1055-1056

Persistent link: https://www.econbiz.de/10008784067

Adaptive Confidence Bands for Nonparametric Regression Functions

Cai, T. Tony; Low, Mark; Ma, Zongming - In: Journal of the American Statistical Association 109 (2014) 507, pp. 1054-1070

This article proposes a new formulation for the construction of adaptive confidence bands (CBs) in nonparametric function estimation problems. CBs, which have size that adapts to the smoothness of the function while guaranteeing that both the relative excess mass of the function lying outside...

Persistent link: https://www.econbiz.de/10010951800

Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control

Sun, Wenguang; Cai, T. Tony - In: Journal of the American Statistical Association 102 (2007) September, pp. 901-912

Persistent link: https://www.econbiz.de/10005238892