Orthogonal uniform composite designs for the third-order models

IF 0.6 4区 数学 Q4 STATISTICS & PROBABILITY
Brenda Mbouamba Yankam, A. Oladugba
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引用次数: 1

Abstract

: The third-order response surface designs are designs used to estimate the parameters of the third-order polynomial model. In this paper, the orthogonal uniform composite designs that combine two-level orthogonal array and four-level uniform design denoted by OUCD 4 for estimating the parameters of the third-order models are proposed. The OUCD 4 are good space-filling and efficient designs, that uses resolution IV as the initial design, provide more flexible run sizes, have the ability to execute in-depth analysis and perform multiple analysis with different parts of the data for cross-validation.
三阶模型的正交均匀复合设计
:三阶响应面设计是用于估计三阶多项式模型参数的设计。本文提出了将两级正交阵列和OUCD 4表示的四级均匀设计相结合的正交均匀组合设计,用于估计三阶模型的参数。OUCD 4是良好的空间填充和高效设计,使用分辨率IV作为初始设计,提供更灵活的运行规模,能够执行深入分析,并对数据的不同部分进行多重分析以进行交叉验证。
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
CiteScore
1.60
自引率
10.00%
发文量
30
审稿时长
>12 weeks
期刊介绍: The Brazilian Journal of Probability and Statistics aims to publish high quality research papers in applied probability, applied statistics, computational statistics, mathematical statistics, probability theory and stochastic processes. More specifically, the following types of contributions will be considered: (i) Original articles dealing with methodological developments, comparison of competing techniques or their computational aspects. (ii) Original articles developing theoretical results. (iii) Articles that contain novel applications of existing methodologies to practical problems. For these papers the focus is in the importance and originality of the applied problem, as well as, applications of the best available methodologies to solve it. (iv) Survey articles containing a thorough coverage of topics of broad interest to probability and statistics. The journal will occasionally publish book reviews, invited papers and essays on the teaching of statistics.
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