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A regression method for censored inverse-Gaussian data
Authors:G. A. Whitmore
Abstract:Multiple regression methods are considered for progressively right-censored inverse-Gaussian data. Maximum-likelihood estimators are derived using the EM algorithm, and their asymptotic distributional properties are presented. The methodology is demonstrated using two case illustrations, one of which involves the defective feature of the inverse-Gaussian distribution. The relationship of the methodology to regression methods for complete inverse-Gaussian samples and to other regression methods for censored survival data is discussed.
Keywords:Inverse Gaussian  regression  censored survival data
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