The Munich Procedure – Standardising linear regression documentation in p-XRF research

IF 1.3 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Michaela Schauer , Frank Siegmund , Markus Helfert , Brandon Lee Drake
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引用次数: 0

Abstract

The Munich Procedure, a protocol presented as R code and initially developed on the basis of archaeometric portable X-ray fluorescence (p-XRF) data, offers adaptability and standardisation to evaluate coefficient corrections. These corrections are derived from linear regressions calculated by comparing p-XRF values with laboratory chemical analyses of the same sample set. The versatility of this procedure allows collaboration and ensures consistent data structure. Not tied to specific instrumentation, this approach helps to universally improve the accuracy of p-XRF data, benefiting specialists in a variety of industries. By providing a common baseline for performance evaluation, it enables discussion across different applications.

Abstract Image

慕尼黑程序--p-XRF 研究中线性回归文件的标准化
慕尼黑程序是一个以 R 代码形式呈现的协议,最初是在考古便携式 X 射线荧光(p-XRF)数据的基础上开发的,它为评估系数修正提供了适应性和标准化。这些修正值是通过比较 p-XRF 值和相同样本集的实验室化学分析值计算出的线性回归结果得出的。该程序的多功能性允许进行协作,并确保数据结构的一致性。这种方法与特定仪器无关,有助于普遍提高 p-XRF 数据的准确性,使各行各业的专家受益匪浅。通过为性能评估提供一个共同的基线,可以对不同的应用进行讨论。
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来源期刊
Software Impacts
Software Impacts Software
CiteScore
2.70
自引率
9.50%
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0
审稿时长
16 days
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