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SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR

Author
BICKEL, Peter J; RITOV, Ya' Acov; TSYBAKOV, Alexandre B
[1] University of California at Berkeley, United States
[2] The Hebrew University, Israel
[3] Université Paris VI, France
[4] CREST, France
Source

Annals of statistics. 2009, Vol 37, Num 4, pp 1705-1732, 28 p ; ref : 27 ref

CODEN
ASTSC7
ISSN
0090-5364
Scientific domain
Mathematics
Publisher
Institute of Mathematical Statistics, Cleveland, OH
Publication country
United States
Document type
Article
Language
English
Keyword (fr)
Estimation non paramétrique Estimation statistique Modèle linéaire Modèle régression Méthode statistique Oracle Processus stochastique Prédiction Régression statistique Sondage statistique Taille échantillon Théorie filtrage Théorie prédiction Théorie échantillonnage 60G25 62D05 62G08 62Jxx 62M20 Régression non paramétrique
Keyword (en)
Non parametric estimation Statistical estimation Linear model Regression model Statistical method Oracle Stochastic process Prediction Statistical regression Sample survey Sample size Filtering theory Prediction theory Sampling theory Nonparametric regression
Keyword (es)
Estimación no paramétrica Estimación estadística Modelo lineal Modelo regresión Método estadístico Proceso estocástico Predicción Regresión estadística Ecuesta estadística Tamaño muestra Teoría muestreo
Classification
Pascal
001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01H Stochastic processes

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 / 001A02H02H Nonparametric inference

Pascal
001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02M Inference from stochastic processes; time series analysis

Discipline
Mathematics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
21742686

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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