International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 4 | Views: 48 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper | Statistics | India | Volume 12 Issue 11, November 2023

On Bivariate Pseudo-Logistic Distribution: Its Properties, Estimation, and Applications

Banoth Veeranna

Abstract: The literature has covered the features and uses of the traditional univariate and bivariate logistic distributions in great detail. It is reasonable to wonder, though, if logistic marginals and conditionals could exhibit a similar behavior. A phenomenon that is comparable to both bivariate exponential and bivariate normal distributions. In this study, we will concentrate on bivariate distributions where one family of conditionals is marginal and the other family is of logistic type. Pseudo-logistic distributions are the name for such distributions. Research on conditionally specified models has revealed, however, that only in cases where the variables are independent will logistic marginals and both conditionals be of the logistic form occur. We talk about the features of distributional aspects and how they are built using the original. Both the original and the new conditioning regimes are used in two different ways. Possible generalizations are also considered. We also provide an example of a Pseudo-logistic model application.

Keywords: Logistic distribution, Marginal and Conditional distribution, Pseudo-Poisson distribution, Maximum Likelihood Estimation, Likelihood ratio test

Edition: Volume 12 Issue 11, November 2023,

Pages: 1304 - 1310

How to Download this Article?

Type Your Valid Email Address below to Receive the Article PDF Link

Verification Code will appear in 2 Seconds ... Wait