A Framework for Validation of Computer Models
Top Cited Papers
- 1 May 2007
- journal article
- Published by Taylor & Francis in Technometrics
- Vol. 49 (2) , 138-154
- https://doi.org/10.1198/004017007000000092
Abstract
We present a framework that enables computer model evaluation oriented toward answering the question: Does the computer model adequately represent reality? The proposed validation framework is a si...Keywords
This publication has 21 references indexed in Scilit:
- Editorial: (Post-normal) Statistical ScienceJournal of the Royal Statistical Society Series A: Statistics in Society, 2005
- On Model Expansion, Model Contraction, Identifiability and Prior Information: Two Illustrative Scenarios Involving Mismeasured VariablesStatistical Science, 2005
- Efficient models for correlated data via convolutions of intrinsic processesStatistical Modelling, 2005
- Combining Field Data and Computer Simulations for Calibration and PredictionSIAM Journal on Scientific Computing, 2004
- Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous MediaTechnometrics, 2002
- Workshop on statistical approaches for the evaluation of complex computer modelsStatistical Science, 2002
- Bayesian Forecasting for Complex Systems Using Computer SimulatorsJournal of the American Statistical Association, 2001
- Parameter space exploration of an ocean general circulation model using an isopycnal mixing parameterizationJournal of Marine Research, 1994
- Arctic sea ice variability: Model sensitivities and a multidecadal simulationJournal of Geophysical Research: Oceans, 1994
- Bayesian Prediction of Deterministic Functions, with Applications to the Design and Analysis of Computer ExperimentsJournal of the American Statistical Association, 1991