Statistical Emulation of Large Linear Dynamic Models

Author

YOUNG, P. C^{1 2 3} ; RATTO, M⁴
[1] Department of Environmental Science Lancaster University, Lancaster, Lancashire LA1 4YQ, United Kingdom
[2] Fenner School of Environment and Society Australian National University, Canberra, Australia
[3] School of Electrical Engineering & Telecommunications University of NSW, Sydney, Australia
[4] Joint Research Centre (JRC) European Commission, Ispra, Italy

Source

Technometrics. 2011, Vol 53, Num 1, pp 29-43, 15 p ; ref : 3/4 p

CODEN

TCMTA2

ISSN

0040-1706

Scientific domain

Control theory, operational research; Mathematics

Publisher

American Society for Quality and the American Statistical Association, Alexandria, VA

Publication country

United States

Document type

Article

Language

English

Author keyword

Dominant mode analysis Gaussian process emulation Nonparametric regression Sensitivity analysis Tensor product cubic spline smoothing Transfer function analysis

Keyword (fr)

Ajustement modèle Analyse régression Analyse sensibilité Analyse statistique Emulateur Espace paramètre Estimation non paramétrique Fonction transfert Identification système Lissage Modèle comportement Modèle dynamique Modèle linéaire Modélisation Métamodèle Optimisation Processus Gauss Simulation ordinateur Spline cubique Statistique non paramétrique Système ordre réduit

Keyword (en)

Model matching Regression analysis Sensitivity analysis Statistical analysis Emulator Parameter space Non parametric estimation Transfer function System identification Smoothing Behavior model Dynamic model Linear model Modeling Metamodel Optimization Gaussian process Computer simulation Cubic spline Nonparametric statistics Reduced order systems

Keyword (es)

Ajustamiento modelo Análisis regresión Análisis sensibilidad Análisis estadístico Emulador Espacio par metro Estimación no paramétrica Función traspaso Identificación sistema Alisamiento Modelo comportamiento Modelo dinámico Modelo lineal Modelización Metamodelo Optimización Proceso Gauss Simulación computadora Esplín cúbico Sistema de orden reducido

Classification

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 / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B08 Simulation

Discipline

Computer science : theoretical automation and systems Mathematics

Origin

Inist-CNRS

Database

PASCAL

INIST identifier

23825073

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