Bayesian sequential design of computer experiments for quantile set inversion

IF 2.3 3区工程技术 Q1 STATISTICS & PROBABILITY

Technometrics Pub Date : 2024-08-23 DOI:10.1080/00401706.2024.2394475

Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vazquez

引用次数: 0

Abstract

We consider an unknown multivariate function representing a system—such as a complex numerical simulator—taking both deterministic and uncertain inputs. Our objective is to estimate the set of dete...

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用于量子集合反演的计算机实验的贝叶斯序列设计

我们考虑的是一个未知的多元函数，它代表了一个同时接受确定性和不确定性输入的系统，例如一个复杂的数值模拟器。我们的目标是估算出一组确定和不确定的输入。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Technometrics 管理科学-统计学与概率论

CiteScore

4.50

自引率

16.00%

发文量

审稿时长

>12 weeks

期刊介绍： Technometrics is a Journal of Statistics for the Physical, Chemical, and Engineering Sciences, and is published Quarterly by the American Society for Quality and the American Statistical Association.Since its inception in 1959, the mission of Technometrics has been to contribute to the development and use of statistical methods in the physical, chemical, and engineering sciences.