Likelihood Geometry of the Gumbel's Type-I Bivariate Exponential Distribution

2025/02/06 by Yadav, Pooja, Srivastava, Tanuja
#Commutative Algebra (math.AC) #FOS: Mathematics #Statistics Theory (math.ST)

paper · doi:10.48550/arxiv.2502.04179

Abstract

In algebraic statistics, the maximum likelihood degree of a statistical model refers to the number of solutions (counted with multiplicity) of the score equations over the complex field. In this paper, the maximum likelihood degree of the association parameter of Gumbel's Type-I bivariate exponential distribution is investigated using algebraic techniques.

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