Výsledky vyhledávání - "Multiple Testing Procedures"

Akademický článek

A P-value model for theoretical power analysis and its applications in multiple testing procedures

Publikováno v: BMC Medical Research Methodology, Vol 16, Iss 1, Pp 1-7 (2016)

Abstract Background Power analysis is a critical aspect of the design of experiments to detect an effect of a given size. When multiple hypotheses are tested simultaneously, multiplicity adjustments to p-values should be taken into account in power a

Externí odkaz: https://doaj.org/article/65b9fec8c4774ce2aadf6e5714fb14a9

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A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles in oncology

Autor: Hélène Dumond, Charlène Thiébaut, Taha Boukhobza, Bérangère Bastien, Aurélie Muller-Gueudin, Anne Gégout-Petit

Publikováno v: Journal of Applied Statistics
Journal of Applied Statistics, Taylor & Francis (Routledge), In press, pp.23. ⟨10.1080/02664763.2020.1837083⟩
Journal of Applied Statistics, 2022, 49 (3), pp.764-781. ⟨10.1080/02664763.2020.1837083⟩
J Appl Stat

International audience; We propose a new methodology for selecting and ranking covariates associated with a variable of interest in a context of high-dimensional data under dependence but few observations. The methodology successively intertwines the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::33f756a360f36f8b6b21ba6a5a740dea
https://doi.org/10.1080/02664763.2020.1837083

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Akademický článek

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Akademický článek

An Application of Graphical Approach to Construct Multiple Testing Procedure in a Hypothetical Phase III Design

Autor: Naitee eTing, Bushi eWang

Publikováno v: Frontiers in Public Health, Vol 1 (2014)

Many multiple testing procedures (MTP) have been developed in recent years. Among these new procedures, the graphical approach is flexible and easy to communicate with non-statisticians. A hypothetical Phase III clinical trial design is introduced in

Externí odkaz: https://doaj.org/article/0a5cc2eebab542998cad892788a965a8

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Review

Sandrine Dudoit, Mark J. van der Laan (2008): Multiple Testing Procedures with Applications to Genomics.

Autor: Schwender, Holger¹ holger.schwender@udo.edu

Publikováno v: Statistical Papers. Jun2009, Vol. 50 Issue 3, p681-682. 2p.

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A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles associated with outcome of a non-small-cell lung cancer treatment

Autor: Bastien, Bérangère, Chakir, Hafid, Gégout-Petit, Anne, Muller-Gueudin, Aurélie, Shi, Yaojie

We propose a new methodology to select and rank covariates associated to avariable of interest in a context of high-dimensional data under dependencebut few observations. The methodology imbricates successively clustering ofcovariates, decorrelation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::a29069c3859ce401dbceb68fd2a08a14
https://hal.science/hal-01939694/document

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Dissertation/ Thesis

Multiple testing problems in classical clinical trial and adaptive designs

Autor: Deng, Xuan

Multiplicity issues arise prevalently in a variety of situations in clinical trials and statistical methods for multiple testing have gradually gained importance with the increasing number of complex clinical trial designs. In general, two types of m

Externí odkaz: https://hdl.handle.net/2144/33080

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