High-dimensional graphs and variable selection with the lasso
- Author
- MEINSHAUSEN, Nicolai1 ; BÜHLMANN, Peter1
[1] ETH Zürich, Switzerland - Source
Annals of statistics. 2006, Vol 34, Num 3, pp 1436-1462, 27 p ; ref : 17 ref
- CODEN
- ASTSC7
- ISSN
- 0090-5364
- Scientific domain
- Mathematics
- Publisher
- Institute of Mathematical Statistics, Hayward, CA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Keyword (fr)
- Analyse multivariable Connectivité graphe Estimation statistique Loi n variables Loi normale Matrice covariance Matrice inverse Méthode statistique Prédiction optimale Régression linéaire Indépendance conditionnelle Modèle graphique gaussien Régression pénalisée Sélection covariance
- Keyword (en)
- Multivariate analysis Graph connectivity Statistical estimation Multivariate distribution Gaussian distribution Covariance matrix Inverse matrix Statistical method Optimal prediction Linear regression Conditional independence Gaussian graphical model Penalized regression
- Keyword (es)
- Análisis multivariable Conectividad grafo Estimación estadística Ley n variables Curva Gauss Matriz covariancia Matriz inversa Método estadístico Predicción óptima Regresión lineal
- Classification
- 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 / 001A02H02J Linear inference, regression
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 18000467
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
10.1214/009053606000000281 
https://dx.doi.org/10.1214/009053606000000281
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