A Regularized Hotelling's T2 Test for Pathway Analysis in Proteomic Studies
- Author
- CHEN, Lin S1 ; PAUL, Debashis2 ; PRENTICE, Ross L3 ; PEI WANG3
[1] Department of Health Studies, University of Chicago, Chicago, IL 60637, United States
[2] Department of Statistics, University of California, Davis, CA 95616, United States
[3] Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, United States - Source
Journal of the American Statistical Association. 2011, Vol 106, Num 496, pp 1345-1360, 16 p ; ref : 1 p
- CODEN
- JSTNAL
- ISSN
- 0162-1459
- Scientific domain
- Mathematics
- Publisher
- American Statistical Association, Alexandria, VA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Multivariate hypothesis testing Nonparametric Proteomics Regularization
- Keyword (fr)
- Algèbre linéaire numérique Analyse corrélation Analyse multivariable Analyse numérique Association statistique Comportement asymptotique Corrélation Donnée manquante Estimation moyenne Estimation non paramétrique Estimation statistique Etude cas Loi marginale Méthode régularisation Méthode statistique Petit échantillon Problème mal posé Régularisation Simulation Sondage statistique Structure donnée Taille échantillon Test Hotelling Test hypothèse Test statistique Théorie échantillonnage Vecteur aléatoire 62D05 62F03 62G10 62H15 62H20 65F22 65J20 Erreur type I Estimation paramétrique Propriété asymptotique
- Keyword (en)
- Numerical linear algebra Correlation analysis Multivariate analysis Numerical analysis Statistical association Asymptotic behavior Correlation Missing data Mean estimation Non parametric estimation Statistical estimation Case study Marginal distribution Regularization method Statistical method Small sample Ill posed problem Regularization Simulation Sample survey Data structure Sample size Hotelling test Hypothesis test Statistical test Sampling theory Random vector Error type I
- Keyword (es)
- Algebra lineal numérica Análisis correlación Análisis multivariable Análisis numérico Asociación estadística Comportamiento asintótico Correlación Dato que falta Estimación promedio Estimación no paramétrica Estimación estadística Estudio caso Ley marginal Método regularización Método estadístico Pequeña muestra Problema mal planteado Regularización Simulación Ecuesta estadística Estructura datos Tamaño muestra Test Hotelling Test hipótesis Test estadístico Teoría muestreo Vector aléatorio
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02A General topics
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02G Parametric inference
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02I Multivariate analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02N Applications
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 25425039
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1198/jasa.2011.ap10599 
https://dx.doi.org/10.1198/jasa.2011.ap10599
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