false discovery rate (FDR)
On false discovery rate thresholding for classification under sparsity
... By Pierre Neuvial and Etienne Roquain 1 Universit´ e d’ ´ Evry Val d’Essonne and Universit´ e Pierre et Marie Curie We study the properties of false discovery rate (FDR) thresh- olding, viewed as a ...
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Quantitative Trait Loci Analysis Using the False Discovery Rate
... ABSTRACT False discovery rate control has become an essential tool in any study that has a very large multiplicity ...problem. False discovery rate-controlling procedures have ...
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Adaptive False Discovery Rate Control under Independence and Dependence
... of hypotheses to test often plays a crucial role, although it is generally unknown a priori. A testing procedure using an implicit or explicit estimate of this quantity in order to improve its efficency is called ...
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A comparative review of estimates of the proportion unchanged genes and the false discovery rate
... or false discovery rate is useful in practical research, despite some theoretical and practical ...regarding false positive and negative rates as well as the proportion unchanged when ...
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Testing over a continuum of null hypotheses with False Discovery Rate control
... their false discovery rate (FDR), a type I error measure which has gained massive acceptance in the last 15 years for testing in high-throughput ...
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Comparing Dunnett's Test with the False Discovery Rate Method: A Simulation Study
... False Discovery Rate and Power Analysis. The false discovery rate and power results for an effect size of two standard deviations can be found in Table 13 and Figure ...
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False Discovery Rate in Linkage and Association Genome Screens for Complex Disorders
... Manuscript received January 9, 2003 Accepted for publication February 21, 2003 ABSTRACT We explore the implications of the false discovery rate (FDR) controlling procedure in disease gene mapping. ...
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Discrete False-Discovery Rate Improves Identification of Differentially Abundant Microbes
... discrete false-discovery rate (DS-FDR), that greatly improves the power to detect differential taxa by exploiting the discreteness of the ...a false-discovery rate that is up to ...
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Weighted False Discovery Rate Control in Large-Scale Multiple Testing
... The false discovery rate (FDR; Benjamini and Hochberg, 1995) has been widely used in large-scale multiple testing as a powerful error ...weighted false discovery rate (wFDR), and ...
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Control of the false discovery rate under dependence using the bootstrap and subsampling
... A popular third alternative to control of the FWER is control of the false discovery rate (FDR), defined to be the expected value of the FDP. Control of the FDR has been suggested in a wide area of ...
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Control of the False Discovery Rate under Dependence using the Bootstrap and Subsampling
... A popular third alternative to control of the FWER is control of the false discovery rate (FDR), defined to be the expected value of the FDP. Control of the FDR has been suggested in a wide area of ...
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Examining Multiple Comparison Procedures According to Error Rate, Power Type and False Discovery Rate
... MCPs are compared according to type I error rate, power type and false discovery rate (FDR). Results show that the LSD and Duncan procedures have high error rates and Scheffe’s procedure has ...
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A copula-based analysis of false discovery rate control under dependence assumptions
... The false discovery rate (FDR) first introduced in Benjamini and Hochberg ( 1995 ) is a powerful approach to multiple testing. Benjamini and Yekutieli ( 2001 ) proved that the original procedure ...
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Power and Type I Error Rate of False Discovery Rate Approaches in Genome-Wide Association Studies
... error rate and power is a challenging issue. Recently proposed false discovery rate (FDR) approaches are promising solutions to this ...error rate and power of Storey's FDR approach, ...
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Application of the False Discovery Rate to Quantitative Trait Loci Interval Mapping With Multiple Traits
... analyses False discovery rate (FDR): An example of the calcula- and by the dependence of CWER thresholds for FDRm tion of FDRm is in Table ...
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Asymptotic Results on Adaptive False Discovery Rate Controlling Procedures Based on Kernel Estimators
... The False Discovery Rate (FDR) is a commonly used type I error rate in multiple testing ...expected False Discovery Proportion (FDP), that is, the expected fraction of ...
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Asymptotic Results on Adaptive False Discovery Rate Controlling Procedures Based on Kernel Estimators
... The False Discovery Rate (FDR) is a commonly used type I error rate in multiple testing ...expected False Discovery Proportion (FDP), that is, the expected fraction of ...
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Control procedures and estimators of the false discovery rate and their application in low-dimensional settings: an empirical investigation
... in discovery set analyses such as genome-wide association studies (GWAS), approaches controlling family-wise error rate (FWER) or false discovery rate (FDR) are required to reduce the ...
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Quick Calculation for Sample Size while Controlling False Discovery Rate with Application to Microarray Analysis
... control false discovery rate (FDR) or positive FDR (pFDR) instead of type I error, ...error rate (FWER) (Storey and Tibshirani, ...controlling false discovery rate. Two ...
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False discovery rate control in magnetic resonance imaging studies via Markov random fields
... Abstract—Magnetic resonance imaging (MRI) is widely used to study population effects of factors on brain morphometry. Inference from such studies often require the simultaneous testing of millions of statistical ...
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