{"title":"A New Mathematical Deduction of Measurement Error Theory: Correction of Erroneous Mathematical Concepts in Classical Measurement Theory","authors":"Xiaoming Ye","doi":"10.1007/s12647-025-00861-7","DOIUrl":null,"url":null,"abstract":"<div><p>Starting from revealing the mathematical conceptual dilemmas of classical measurement theory and based on rigorous mathematical concepts, this study deduces the correct mathematical principles of measurement error theory. In contrast to the mathematical cognition of classical measurement theory, this study regards the measured values as constants and the true values of the measurands as variables and strictly distinguishes the differences between constant equations and variable equations, thus deriving a new measurement concept system without error categories, redefining the concept of measurement uncertainty, and improving measurement quality. This study negates the conceptual logical system of classical measurement theory, leading to a global change in human measurement concepts.</p></div>","PeriodicalId":689,"journal":{"name":"MAPAN","volume":"40 4","pages":"1113 - 1126"},"PeriodicalIF":1.4000,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"MAPAN","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s12647-025-00861-7","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"INSTRUMENTS & INSTRUMENTATION","Score":null,"Total":0}
引用次数: 0
Abstract
Starting from revealing the mathematical conceptual dilemmas of classical measurement theory and based on rigorous mathematical concepts, this study deduces the correct mathematical principles of measurement error theory. In contrast to the mathematical cognition of classical measurement theory, this study regards the measured values as constants and the true values of the measurands as variables and strictly distinguishes the differences between constant equations and variable equations, thus deriving a new measurement concept system without error categories, redefining the concept of measurement uncertainty, and improving measurement quality. This study negates the conceptual logical system of classical measurement theory, leading to a global change in human measurement concepts.
期刊介绍:
MAPAN-Journal Metrology Society of India is a quarterly publication. It is exclusively devoted to Metrology (Scientific, Industrial or Legal). It has been fulfilling an important need of Metrologists and particularly of quality practitioners by publishing exclusive articles on scientific, industrial and legal metrology.
The journal publishes research communication or technical articles of current interest in measurement science; original work, tutorial or survey papers in any metrology related area; reviews and analytical studies in metrology; case studies on reliability, uncertainty in measurements; and reports and results of intercomparison and proficiency testing.