A robust approach for assessing misclassification rates under the two-component measurement error model

作者：Cocchi Daniela; Scagliarini Michele^*

来源：Applied Stochastic Models in Business and Industry, 2010, 26(4): 389-400.

DOI：10.1002/asmb.793

• measurement systems' capability analysis
• producer's risk
• consumer's risk
• simulation studies

The majority of actions designed to improve processes and quality include the assessment of the capability of a measurement system. The statistical model relating the measured value to the true, but not observable, value of a product characteristic is usually Gaussian and additive. In this paper we propose to extend the said model to a more general formulation by introducing the structure of the two-component error model. An approximated method for evaluating the misclassification rates under the two-component error model is proposed and assessed.

• 出版日期2010-8