Integrative hypothesis test and a5 formulation: Sample pairing delta, case control study, and boundary based statistics
Refereed conference paper presented and published in conference proceedings

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AbstractThis paper continues the previous preliminary study on integrative hypothesis test (IHT) (Xu, LNCS7751, 2013). First, the coverage of IHT studies are elaborated from four aspects. Then, the previous preliminary A5 formulation for IHT is developed into one that integrates multiple individual tasks of discriminative analysis to improve hypothesis test with enhanced reliability. Next, a sample-pairing-delta based nonparametric statistics is proposed and its application to case control study is addressed. Moreover, a parametric separating boundary is further embedded into hypothesis test with statistics based on how far samples are away from the boundary, under which sample classification and hypothesis testing are coordinately implemented. © 2013 Springer-Verlag Berlin Heidelberg.
All Author(s) ListXu L.
Name of Conference4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013
Start Date of Conference31/07/2013
End Date of Conference02/08/2013
Place of ConferenceBeijing
Country/Region of ConferenceChina
Detailed descriptioned. by Sun, C., et al.\n\nTo ORKTS:
Volume Number8261 LNCS
PublisherSpringer Verlag
Place of PublicationGermany
Pages887 - 902
LanguagesEnglish-United Kingdom
KeywordsA5 formulation, Accumulated reliability, boundary based statistics, case control study, False discovery rate, Integrative hypothesis test, Sample pairing delta, SNP analysis

Last updated on 2020-14-10 at 02:22