Literature DB >> 33304024

Test-statistic correlation and data-row correlation.

Bin Zhuo1, Duo Jiang1, Yanming Di1.   

Abstract

When a statistical test is repeatedly applied to rows of a data matrix, correlations among data rows will give rise to correlations among corresponding test statistics. We investigate the relationship between test-statistic correlation and data-row correlation and discuss its implications.

Keywords:  bivariate normal; test-statistic correlation; two-sample t-test

Year:  2020        PMID： 33304024      PMCID： PMC7723344          DOI： 10.1016/j.spl.2020.108903

Source DB:  PubMed          Journal:  Stat Probab Lett        ISSN： 0167-7152            Impact factor:   0.870


  6 in total

1.  Analyzing gene expression data in terms of gene sets: methodological issues.

Authors:  Jelle J Goeman; Peter Bühlmann
Journal:  Bioinformatics       Date:  2007-02-15       Impact factor: 6.937

2.  Camera: a competitive gene set test accounting for inter-gene correlation.

Authors:  Di Wu; Gordon K Smyth
Journal:  Nucleic Acids Res       Date:  2012-05-25       Impact factor: 16.971

3.  Heading down the wrong pathway: on the influence of correlation within gene sets.

Authors:  Daniel M Gatti; William T Barry; Andrew B Nobel; Ivan Rusyn; Fred A Wright
Journal:  BMC Genomics       Date:  2010-10-18       Impact factor: 3.969

4.  The effects of normalization on the correlation structure of microarray data.

Authors:  Xing Qiu; Andrew I Brooks; Lev Klebanov; Ndrei Yakovlev
Journal:  BMC Bioinformatics       Date:  2005-05-16       Impact factor: 3.169

5.  Gene set analysis using variance component tests.

Authors:  Yen-Tsung Huang; Xihong Lin
Journal:  BMC Bioinformatics       Date:  2013-06-28       Impact factor: 3.169

6.  Quantitative set analysis for gene expression: a method to quantify gene set differential expression including gene-gene correlations.

Authors:  Gur Yaari; Christopher R Bolen; Juilee Thakar; Steven H Kleinstein
Journal:  Nucleic Acids Res       Date:  2013-08-05       Impact factor: 16.971
  6 in total

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