Title :
A review of the properties of tests for uniformity
Author :
Blinov, P.Yu. ; Lemeshko, B.Yu.
Author_Institution :
Dept. of Appl. Math., Novosibirsk State Tech. Univ., Novosibirsk, Russia
Abstract :
A wide selection of tests for uniformity is considered. Distributions of test statistics under true null hypothesis are studied and power of tests is estimated by means of methods of statistical simulation. A comparative analysis of the power of tests is conducted. The conclusions are made on preference of one test or another under presence of specific competing alternatives.
Keywords :
statistical analysis; test equipment; specific competing alternatives; statistical simulation; test statistics; true null hypothesis; uniformity tests; Computational modeling; Distribution functions; Gaussian distribution; Polynomials; Random variables; Standards; Testing; goodness-of-fit tests; order statistics; power of test; uniform distribution; uniformity test;
Conference_Titel :
Actual Problems of Electronics Instrument Engineering (APEIE), 2014 12th International Conference on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4799-6019-4
DOI :
10.1109/APEIE.2014.7040743
