background: the most common chromosomal abnormality due to non-obstructive azoospermia (noa) is klinefelter syndrome (ks) which occurs in 1-1.72 out of 500-1000 male infants. the probability of retrieving sperm as the outcome could be asymmetrically different between patients with and without ks, therefore logistic regression analysis is not a well-qualified test for this type of data. this stu...

Bayesian quantile regression generally relies on the asymmetric Laplace distribution (ALD) as error distribution. We consider methods for Lp-quantile based skewed exponential power (SEPD). Both and frequentist estimation procedures are outlined compared with previous work SEPD. find that our proposed greatly outperform a method in terms of estimation. Further, standard regression, we perform be...

In this study, new unit quantile regression model, called the Unit Gamma/ Gompertz for bounded responses is developed by re-parameterizing Gamma/Gompertz distribution. To estimate parameters of maximum likelihood approach used to develop estimators parameters. Monte Carlo simulations are test consistency model. The application model illustrated using three real life datasets and results reveale...