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In this paper, we discuss a Birnbaum--Saunders distribution with an unknown shift parameter and apply it to wind energy modeling. We describe structural aspects of this distribution including properties, moments, mode and hazard and shape analyses. We also discuss estimation, goodness of fit and...
Persistent link: https://www.econbiz.de/10010975998
Process capability indices (PCIs) are tools widely used by the industries to determine the quality of their products and the performance of their manufacturing processes. Classic versions of these indices were constructed for processes whose quality characteristics have a normal distribution. In...
Persistent link: https://www.econbiz.de/10010953624
In this article, we study the behavior of the coefficient of variation (CV) of a random variable that follows a symmetric distribution in the real line. Specifically, we estimate this coefficient using the maximum-likelihood (ML) method. In addition, we provide asymptotic inference for this...
Persistent link: https://www.econbiz.de/10009225603
In this paper, we propose a method to assess influence in skew-Birnbaum--Saunders regression models, which are an extension based on the skew-normal distribution of the usual Birnbaum--Saunders (BS) regression model. An interesting characteristic that the new regression model has is the capacity...
Persistent link: https://www.econbiz.de/10009226420
In this paper, we propose a model based on a class of symmetric distributions, which avoids the transformation of data, stabilizes the variance of the observations, and provides robust estimation of parameters and high flexibility for modeling different types of data. Probabilistic and...
Persistent link: https://www.econbiz.de/10010710994