Estimation of Parameters of the Two-Parameter Rayleigh Distribution

Estimation of Parameters of the Two-Parameter Rayleigh Distribution

Based on Progressive Type-II Censoring using the Newton-Raphson (NR) and the Expectation Maximation (EM) Algorithms

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In this book, Maximum likelihood estimates for the shape and scale parameters of Two- Parameters Rayleigh distribution are obtained based on progressive type-II censored samples using the Newton-Raphson (NR) method and the Expectation-maximization (EM) algorithm. A simple algorithm of Balakrishnan and Sandhu (1995) and Aggarwala and Balakrishnan (2000) is used for generating progressive type-II censored samples. Based on this censoring scheme, approximate asymptotic variances are derived and used to construct approximate confidence intervals of the parameters. The performance of these two maxi...