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

  • Highlights • The Munich Procedure, developed for p-XRF data, standardises coefficient corrections. • It ensures consistent, reproducible data, benefiting specialists in various industries. • The protocol, documented as R-Skript, enhances accuracy and transparency of p-XRF data. • Establishing a common baseline fosters discussion and improves the overall understanding of p-XRF. 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.

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Metadaten
Author:Michaela SchauerORCiDGND, Frank SiegmundORCiDGND, Markus HelfertORCiDGND, Brandon Lee Drake
URN:urn:nbn:de:hebis:30:3-856035
DOI:https://doi.org/10.1016/j.simpa.2024.100660
ISSN:2665-9638
Parent Title (English):Software Impacts
Document Type:Article
Language:English
Date of Publication (online):2024/05/14
Date of first Publication:2024/05/14
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2024/05/15
Tag:Archaeometry; Coefficient correction; Linear regression; R-code; Reproducibility; Standardisation
Volume:2024
Issue:In Press, Journal Pre-proof, 100660
Article Number:100660
Page Number:14
Institutes:Sprach- und Kulturwissenschaften
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
9 Geschichte und Geografie / 93 Geschichte des Altertums (bis ca. 499), Archäologie / 930 Geschichte des Altertums bis ca. 499, Archäologie
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International