Estimating uncertainty of a measurement process

被引:0
|
作者
Chang, Ning [1 ]
Lambert, Jim [1 ]
机构
[1] Cisco Syst, 170 W Tasman Dr, San Jose, CA 95134 USA
关键词
EUMP (Estimating Uncertainty of a Measurement Process); multi regression; Monte Carlo simulation; measurement system; probabilistically converging system; predictable system;
D O I
10.1109/CIMSA.2007.4362529
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Estimating a measurement of software quality is a challenge where uncertainty and variation have the greatest impact. Especially, at times when there is not enough information. Here, EUMP (Estimating Uncertainty of a Measurement Process) is introduced EUMP is a recursive process which is using both multi regression and Monte Carlo simulation. It can be systematically obtained through EUMP for all distribution functions of both dependent and independent variables. Moreover, dependent variable can be estimated. Finally, a predictable system will be described, where the error of an estimated dependent variable will be proven it goes to zero when time (t) goes to infinity.
引用
收藏
页码:9 / +
页数:2
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