A new flexible regression model with application to recovery probability Covid-19 patients

F Prataviera, EM Hashimoto, EMM Ortega… - Journal of Applied …, 2024 - Taylor & Francis
The aim of this study is to propose a generalized odd log-logistic Maxwell mixture model to
analyze the effect of gender and age groups on lifetimes and on the recovery probabilities of …

A novel generalized odd log-logistic Maxwell-based regression with application to microbiology

F Prataviera, AMM Silva, EJBN Cardoso… - Applied Mathematical …, 2021 - Elsevier
The presence of bimodality, heteroskedasticity, zero-inflation and nonlinear effects in
covariables is common in several real data applications. In this context, new regressions are …

An extended Rayleigh model: Properties, regression and COVID-19 application

GM Cordeiro, GM Rodrigues, EMM Ortega… - arXiv preprint arXiv …, 2022 - arxiv.org
We define a four-parameter extended Rayleigh distribution, and obtain several
mathematical properties including a stochastic representation. We construct a regression …

The parametric and additive partial linear regressions based on the generalized odd log-logistic log-normal distribution

JCS Vasconcelos, GM Cordeiro… - … in Statistics-Theory …, 2022 - Taylor & Francis
We propose two new regressions based on the generalized odd log-logistic log-normal
distribution allowing for positive and negative skewness to model bimodal data. The first one …

A new heteroscedastic regression to analyze mass loss of wood in civil construction in Brazil

JCS Vasconcelos, EMM Ortega… - Journal of Applied …, 2022 - Taylor & Francis
A heteroscedastic regression based on the odd log-logistic Marshall–Olkin normal
(OLLMON) distribution is defined by extending previous models. Some structural properties …

Three mixed-effects regression models using an extended Weibull with applications on games in differential and integral calculus

GM Cordeiro, JCS Vasconcelos… - Brazilian Journal of …, 2022 - projecteuclid.org
Three new mixed-effects regressions models using an extended Weibull distribution are
defined for repeated measures, and their parameters are estimated by maximum likelihood …