Computing the exact distribution of a linear combination of generalized logistic random variables and its applications
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2021.1982942
Abstract: We consider methods for numerical evaluation of the probability density function, cumulative distribution function and quantile function of a linear combination of n independent generalized logistic random variables. Here we derive the exact expressions for… read more here.
Keywords: random variables; function; generalized logistic; linear combination ... See more keywords
A Type I Generalized Logistic Distribution: Solving Its Estimation Problems with a Bayesian Approach and Numerical Applications Based on Simulated and Engineering Data
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DOI: 10.3390/sym14040655
Abstract: The family of logistic type distributions has been widely studied and applied in the literature. However, certain estimation problems exist in some members of this family. Particularly, the three-parameter type I generalized logistic distribution presents… read more here.
Keywords: logistic distribution; generalized logistic; distribution; estimation ... See more keywords
Refined Inference on the Scale Parameter of the Generalized Logistic Distribution Based on Adjusted Profile Likelihood Functions
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DOI: 10.3390/sym14112369
Abstract: We consider inference based on the profile likelihood function for the scale parameter of the generalized logistic distribution. This distribution is a generalization of the logistic distribution, a symmetric distribution like the normal distribution, and… read more here.
Keywords: logistic distribution; generalized logistic; likelihood; scale parameter ... See more keywords