Alloy melting points data analysis using uncertainty-based sequential probability ratio test

IF 1.3 4区 材料科学 Q3 METALLURGY & METALLURGICAL ENGINEERING International Journal of Cast Metals Research Pub Date : 2022-08-23 DOI:10.1080/13640461.2022.2115724
Muhammad Shahzad Aslam
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Abstract

ABSTRACT The existing sequential probability ratio under classical statistics is applied for testing the null hypothesis when all observations in the data are exact, precise and uncertain. In complex situations, the observations in the data may be imprecise and noted in the intervals. In this case, the existing sequential probability ratio cannot be applied for testing the hypothesis. This paper introduces the sequential probability ratio under neutrosophic statistics to deal with the data having imprecise and uncertain data. The statistic of the proposed test is introduced and applied for testing the hypothesis of alloy melting points data. From the alloy data analysis, simulation study and comparative study, it is concluded that the proposed neutrosophic sequential probability is adequate, informative and suitable to be applied in uncertainty.
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基于不确定度的序贯概率比试验的合金熔点数据分析
摘要当数据中的所有观测结果都是精确的、精确的和不确定的时,应用经典统计学下现有的序列概率比来检验零假设。在复杂的情况下,数据中的观察结果可能不精确,并在间隔中注明。在这种情况下,现有的序列概率比不能用于检验假设。本文引入了中子统计下的序列概率比来处理具有不精确和不确定数据的数据。介绍了所提出的检验统计量,并将其用于检验合金熔点数据的假设。通过合金数据分析、模拟研究和比较研究,得出结论:所提出的中性粒细胞序列概率是充分的、信息丰富的,适合在不确定度中应用。
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来源期刊
CiteScore
2.70
自引率
7.10%
发文量
14
审稿时长
7.5 months
期刊介绍: The International Journal of Cast Metals Research is devoted to the dissemination of peer reviewed information on the science and engineering of cast metals, solidification and casting processes. Assured production of high integrity castings requires an integrated approach that optimises casting, mould and gating design; mould materials and binders; alloy composition and microstructure; metal melting, modification and handling; dimensional control; and finishing and post-treatment of the casting. The Journal reports advances in both the fundamental science and materials and production engineering contributing to the successful manufacture of fit for purpose castings.
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