Oracle and Adaptive Compound Decision Rules for False Discovery ...

We develop a compound decision theory framework for multiple-testing problems and derive an oracle rule based on the z values that minimizes the ...

KEY WORDS: Adaptive procedure; Compound decision rule; False discovery rate; Local false discovery rate; Monotone likelihood ratio;. Weighted classification. 1.

Oracle and Adaptive Compound Decision Rules for False Discovery ...

We develop a compound decision theory framework for multiple-testing problems and derive an oracle rule based on the z values that minimizes the false ...

Tony Cai's Papers - Wharton Statistics and Data Science

Abstract: We develop a compound decision theory framework for multiple testing problems and derive an oracle rule based on the z-values that minimizes the false ...

Oracle and Adaptive Compound Decision Rules for False Discovery ...

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Oracle and Adaptive Compound Decision Rules for False Discovery ...

By Wenguang Sun and T. Tony Cai; Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control.

Oracle and Adaptive Compound Decision Rules for False Discovery ...

A compound decision theory framework for multiple-testing problems is developed and an oracle rule based on the z values is derived that ...

Optimal False Discovery Rate Control for Dependent Data - PMC

This paper considers the problem of optimal false discovery rate control when the test statistics are dependent. An optimal joint oracle procedure, ...

Oracle and Adaptive False Discovery Rate Controlling Methods for ...

The optimal decision rule δ(Z, z) that minimizes the FNR while controlling FDR c Royal Economic Society 2017. Page 5. 4. J. Gu and S. Shen under a pre-specified ...

Oracle and Adaptive False Discovery Rate Controlling Methods for ...

Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control. Wenguang Sun, Tony Cai. 2007, Journal of the American ...

Oracle and adaptive false discovery rate ... - Oxford Academic

Oracle and adaptive compound decision rules for false discovery rate control. Journal of the American Statistical Association 102, 901–12. Sun, W. and A ...

Oracle Compound Decision Rules for False Discovery Rate Control ...

... Oracle False Discovery Rate (EOFDR); 3) group-based signal extraction using Brain-Map-Constrained adaptive oracle False Discovery Rate Approach. The ...

Adaptive procedures for directional false discovery rate control

Under independence, we establish that two adaptive false discovery rate (FDR) methods, upon augmenting sign dec- ... Oracle and adaptive compound decision rules.

[PDF] Inference with approximate local false discovery rates

16 References · Optimal False Discovery Rate Control for Dependent Data. · Oracle and Adaptive Compound Decision Rules for False Discovery Rate ...

Large-scale adaptive multiple testing for sequential data controlling ...

Key words and phrases: Average sample number, Compound decision rule,. False discovery and nondiscovery proportions, Local false discovery rate, ...

Weighted False Discovery Rate Control in Large-Scale Multiple ...

We propose the oracle decision rule δ O R = { δ O R i : i = 1 , ⋯ , m } ... Sun W, and Cai TT (2007), “Oracle and Adaptive Compound Decision Rules for ...

Optimal false discovery rate control for dependent data

It should be emphasized that the marginal plug-in proce- dure is not necessarily the same as the adaptive compound decision rules. ... Oracle and adaptive ...

Large-scale Multiple Testing: Fundamental Limits of False Discovery ...

Distinct from the optimal mFDR-mFNR tradeoff, which is achieved by separable decision rules, the optimal FDR-FNR tradeoff requires compound rules even in the ...

Publications - Wenguang Sun

Oracle and adaptive compound decision rules for false discovery rate control. Sun, Wenguang, and Cai, T Tony. Journal of the American Statistical Association ...

Microarrays, Empirical Bayes and the Two-Group Model - CORE

mFNR level of the adaptive procedure (2) is asymptot- ically equal to ... The oracle and compound decision rules for false discovery rate control. J ...