3 papers
stat.ME2025
Objective Bayesian inference for the Dhillon distribution
Pedro Luiz Ramos, Enrique Achire Quispe, Ricardo Puziol de Oliveira +1
In this work, we develop an objective Bayesian framework for the Dhillon probability distribution. We explicitly derive three objective priors: the Jeffreys prior, the overall refe…
stat.ME2025
A transformed-score approach to closed-form and one-step efficient estimation for the beta distribution
Roberto Vila, Helton Saulo, Felipe Quintino +1
Power transformations of beta random variables produce unbiased estimating equations from transformed-model likelihood scores. This construction clarifies the connection between mo…
physics.soc-ph2025
Beyond the Power Law: Estimation, Goodness-of-Fit, and a Semiparametric Extension in Complex Networks
Nixon Jerez-Lillo, Francisco A. Rodrigues, Paulo H. Ferreira +1
Scale-free networks play a fundamental role in the study of complex networks and various applied fields due to their ability to model a wide range of real-world systems. A key char…