ACCELERATED CONVERGENCE FOR NONPARAMETRIC REGRESSION WITH COARSENED PREDICTORS
- Author
- DELAIGLE, Aurore; HALL, Peter; MÜLLER, Hans-Georg
[1] University of Bristol, United Kingdom
[2] University of Melbourne, Australia
[3] University of California, Davis, United States - Source
Annals of statistics. 2007, Vol 35, Num 6, pp 2639-2653, 15 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)
- Accélération convergence Analyse numérique Convergence faible Donnée observation Estimateur convergent Estimation densité Estimation erreur Estimation non paramétrique Estimation statistique Fonction régression Fonction régulière Fonctionnelle Intervalle confiance Méthode statistique Processus Gauss Processus gaussien Régression statistique Simulation Taux convergence Théorème limite 60B12 60F17 60F99 60G15 62F25 62G05 62G08 62G15 62Jxx 65B99 Echantillon fini Estimation fonction Estimation paramétrique Régression non paramétrique
- Keyword (en)
- Convergence acceleration Numerical analysis Weak convergence Observation data Consistent estimator Density estimation Error estimation Non parametric estimation Statistical estimation Regression function Smooth function Functional Confidence interval Statistical method Gaussian process Gaussian processes Statistical regression Simulation Convergence rate Limit theorem Finite sample Function estimation Nonparametric regression
- Keyword (es)
- Aceleración convergencia Análisis numérico Convergencia débil Dato observación Estimador convergente Estimación densidad Estimación error Estimación no paramétrica Estimación estadística Función regresión Función regular Funciónal Intervalo confianza Método estadístico Proceso Gauss Regresión estadística Simulación Relación convergencia Teorema límite
- 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 / 001A02H02H Nonparametric inference
- 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
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I01 Numerical analysis / 001A02I01B Acceleration of convergence
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 20063173
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
10.1214/009053607000000497 
https://dx.doi.org/10.1214/009053607000000497
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