Title :
Static consistency check in small sample condition using difference quotient series statistics in variable scale
Author :
Shi, Xian-Ming ; Wang, Qi ; Shi, Quan ; Wang, Guang-Yan
Author_Institution :
Dept. of Manage., Shijiazhuang Mech. Eng. Coll., Shijiazhuang, China
Abstract :
Simulation data is necessary in equipment test and evaluation, especially in small sample condition. Static consistency check is important to ensure the data is available. In this thesis, the method of static consistency check for simulation data in small sample condition with order statistics was presented. Based on the discussion of these methods and use some decisions for reference, arbitrary distributions of small sample consistency check ideas and methods was studied using difference quotient series statistics in variable scale, which can solve the problem of consistency check easily, and has a better accuracy. At last, an example was given to demonstrate the feasibility of the method.
Keywords :
automatic testing; data integrity; digital simulation; equipment evaluation; statistics; arbitrary distribution; data simulation; difference quotient series statistics; equipment evaluation; equipment test; small sample condition; static consistency check; variable scale; Hoses; consistency check; difference quotient series statistics; order statistics; small sample;
Conference_Titel :
Educational and Information Technology (ICEIT), 2010 International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-8033-3
Electronic_ISBN :
978-1-4244-8035-7
DOI :
10.1109/ICEIT.2010.5607560