NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS
- Author
- BO KAI; RUNZE LI; HUI ZOU
[1] College of Charleston, Pennsylvania, United States
[2] State University, United States
[3] University of Minnesota, United States - Source
Annals of statistics. 2011, Vol 39, Num 1, pp 305-332, 28 p ; ref : 35 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)
- Accélération convergence Analyse numérique Coefficient régression Comportement asymptotique Covariable Distribution statistique Estimation erreur Estimation non paramétrique Estimation statistique Fonction régression Modèle linéaire Modèle statistique Méthode Monte Carlo Méthode adaptative Méthode moindre carré Méthode paramétrique Méthode semiparamétrique Méthode statistique Méthode stochastique Normalité asymptotique Oracle Simulation statistique Sélection modèle Taux convergence Théorie approximation 62E17 62E20 62F12 62G08 62G20 65B99 65C05 Loi asymptotique Modèle semi paramétrique Méthode sélection Régression quantile Sélection variable
- Keyword (en)
- Convergence acceleration Numerical analysis Regression coefficient Asymptotic behavior Covariate Statistical distribution Error estimation Non parametric estimation Statistical estimation Regression function Linear model Statistical model Monte Carlo method Adaptive method Least squares method Parametric method Semiparametric method Statistical method Stochastic method Asymptotic normality Oracle Statistical simulation Model selection Convergence rate Approximation theory Semiparametric model Selection method Quantile regression Variable selection
- Keyword (es)
- Aceleración convergencia Análisis numérico Coeficiente regresión Comportamiento asintótico Covariable Distribución estadística Estimación error Estimación no paramétrica Estimación estadística Función regresión Modelo lineal Modelo estadístico Método Monte Carlo Método adaptativo Método cuadrado menor Método paramétrico Método semiparamétrico Método estadístico Método estocástico Normalidad asintótica Simulación estadística Selección modelo Relación convergencia
- 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 / 001A02H02F Distribution theory
- 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 / 001A02H02H Nonparametric inference
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23943394
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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