Birnbaum-Saunders Distribution
Lymph Glands Cancer Disease
Complete Real Data
Maximum Likelihood Estimator
Regression Quantile(Least Square) Method and Shrinkage Estimator
Mean Squares Error and Mean Absolute Percentage Error.
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In this paper,we estimate the parameters and related probability functions, survival function, cumulative distribution function , hazard function(failure rate) and failure (death) probability function(pdf) for two parameters Birnbaum-Saunders distribution which is fitting the complete data for the patients of lymph glands cancer. Estimating the parameters (shape and scale) using (maximum likelihood , regression quantile and shrinkage) methods and then compute the value of mentioned related probability functions depending on sample from real data which describe the duration of survivor for patients who suffer from the lymph glands cancer based on diagnosis of disease or the inter of patients in a hospital for perio
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