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A modified chi-square test for Bertholon model with censored data
Authors:Sana Chouia  Nacira Seddik-Ameur
Affiliation:Laboratory of Probability and Statistics (LaPS), University Badji Mokhtar, Annaba, Algeria
Abstract:In this work, we propose the construction of a chi-squared goodness-of-fit test in censored data case, for Bertholon model which can analyse various competing risks of failure or death. This test is based on a modification of the Nikulin-Rao-Robson (NRR) statistic proposed by Bagdonavicius and Nikulin (2011a Bagdonavicius, V., Nikulin, M. (2011a). Chi-squared tests for general composite hypotheses from censored samples. Comptes Rendus Mathématiques: Series I 349(3–4):219223. [Google Scholar], 2011b Bagdonavicius, V., Nikulin, M. (2011b). Chi-squared goodness-of-fit test for right censored data. International Journal of Applied Mathematics and Statistics 24:3050. [Google Scholar]) for censored data. We applied this test to numerical examples from simulated samples and real data.
Keywords:Bertholon distribution  Censored data  Goodness-of-fit test  Maximum likelihood estimation  NRR statistic
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