Title :
Goodness of fit criteria for checking adequacy of parametric models for reliability and survivalability
Author :
Chimitova, E.V. ; Vedernikova, M.A.
Abstract :
Investigation of statistics distributions for nonparametric goodness of fit criteria (Kolmogorov, Kramer-Mizes-Smirnov, Anderson-Darling) is considered for checking adequacy of parametric models for reliability and survivalability over censored samplings. Algorithms are developed for checking simple and complex goodness of fit hypotheses.
Keywords :
nonparametric statistics; reliability theory; sampling methods; statistical distributions; Anderson-Darling fit criteria; Kolmogorov fit criteria; Kramer-Mizes-Smirnov fit criteria; complex goodness checking; fit hypotheses; nonparametric fit criteria goodness; parametric model adequacy checking; reliability; statistics distributions; survivalability; Educational institutions; Parametric statistics; Reliability;
Conference_Titel :
Actual Problems of Electronics Instrument Engineering (APEIE), 2012 11th International Conference on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4673-2842-5
DOI :
10.1109/APEIE.2012.6629054
