Calibration plot for proteomics: A graphical tool to visually check the assumptions underlying FDR control in quantitative experiments
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چکیده
منابع مشابه
FDR adjustments of Microarray Experiments (FDR-AME)
Purpose This R package adjusts p-values generated in multiple hypotheses testing of gene expression data obtained by a microarray experiment. The software applies multiple testing procedures that control the False Discovery Rate (FDR) criterion introduced by Benjamini and Hochberg (1995). It applies both theoretical-distribution-based and resampling-based multiple testing procedures, and presen...
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15 صفحه اولEmpirical Bayes Analysis of Quantitative Proteomics Experiments
BACKGROUND Advances in mass spectrometry-based proteomics have enabled the incorporation of proteomic data into systems approaches to biology. However, development of analytical methods has lagged behind. Here we describe an empirical Bayes framework for quantitative proteomics data analysis. The method provides a statistical description of each experiment, including the number of proteins that...
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ژورنال
عنوان ژورنال: PROTEOMICS
سال: 2016
ISSN: 1615-9853
DOI: 10.1002/pmic.201500189