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Comments on generalised likelihood uncertainty estimation.

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Comments on generalised likelihood uncertainty estimation. / Romanowicz, Renata; Beven, Keith J.
In: Reliability Engineering and System Safety, Vol. 91, No. 10-11, 2006, p. 1315-1321.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Romanowicz, R & Beven, KJ 2006, 'Comments on generalised likelihood uncertainty estimation.', Reliability Engineering and System Safety, vol. 91, no. 10-11, pp. 1315-1321. https://doi.org/10.1016/j.ress.2005.11.030

APA

Romanowicz, R., & Beven, K. J. (2006). Comments on generalised likelihood uncertainty estimation. Reliability Engineering and System Safety, 91(10-11), 1315-1321. https://doi.org/10.1016/j.ress.2005.11.030

Vancouver

Romanowicz R, Beven KJ. Comments on generalised likelihood uncertainty estimation. Reliability Engineering and System Safety. 2006;91(10-11):1315-1321. doi: 10.1016/j.ress.2005.11.030

Author

Romanowicz, Renata ; Beven, Keith J. / Comments on generalised likelihood uncertainty estimation. In: Reliability Engineering and System Safety. 2006 ; Vol. 91, No. 10-11. pp. 1315-1321.

Bibtex

@article{82daf9cbb1ef4843b215ab03538e2a44,
title = "Comments on generalised likelihood uncertainty estimation.",
abstract = "The paper presents an application of the generalised likelihood uncertainty estimation methodology to the problem of estimating the uncertainty of predictions produced by environmental models. The methodology is placed in a wider context of different approaches to inverse modelling and, in particular, a comparison is made with Bayesian estimation techniques based on explicit structural assumptions about model error. Using a simple example of a rainfall-flow model, different evaluation measures and their influence on the prediction uncertainty and credibility intervals are demonstrated.",
keywords = "Bayesian inference, Deterministic environmental models, Generalised likelihood uncertainty estimation (GLUE), Model determination",
author = "Renata Romanowicz and Beven, {Keith J.}",
year = "2006",
doi = "10.1016/j.ress.2005.11.030",
language = "English",
volume = "91",
pages = "1315--1321",
journal = "Reliability Engineering and System Safety",
issn = "0951-8320",
publisher = "Elsevier Limited",
number = "10-11",

}

RIS

TY - JOUR

T1 - Comments on generalised likelihood uncertainty estimation.

AU - Romanowicz, Renata

AU - Beven, Keith J.

PY - 2006

Y1 - 2006

N2 - The paper presents an application of the generalised likelihood uncertainty estimation methodology to the problem of estimating the uncertainty of predictions produced by environmental models. The methodology is placed in a wider context of different approaches to inverse modelling and, in particular, a comparison is made with Bayesian estimation techniques based on explicit structural assumptions about model error. Using a simple example of a rainfall-flow model, different evaluation measures and their influence on the prediction uncertainty and credibility intervals are demonstrated.

AB - The paper presents an application of the generalised likelihood uncertainty estimation methodology to the problem of estimating the uncertainty of predictions produced by environmental models. The methodology is placed in a wider context of different approaches to inverse modelling and, in particular, a comparison is made with Bayesian estimation techniques based on explicit structural assumptions about model error. Using a simple example of a rainfall-flow model, different evaluation measures and their influence on the prediction uncertainty and credibility intervals are demonstrated.

KW - Bayesian inference

KW - Deterministic environmental models

KW - Generalised likelihood uncertainty estimation (GLUE)

KW - Model determination

U2 - 10.1016/j.ress.2005.11.030

DO - 10.1016/j.ress.2005.11.030

M3 - Journal article

VL - 91

SP - 1315

EP - 1321

JO - Reliability Engineering and System Safety

JF - Reliability Engineering and System Safety

SN - 0951-8320

IS - 10-11

ER -