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Semiparametric additive beta regression models: Inference and local influence diagnostics
(2021)
In this paper, we study a semiparametric additive beta regression model using a parameterization based on the mean and a dispersion parameter. This model is useful for situations where the response variable is continuous ...
Modeling air pollution using partially varying coefficient models with heavy tails
(2022)
The increase in air pollution levels in recent decades around the world has caused a negative impact on human health. A recent investigation by the World Health Organization indicates that nine out of ten people on the ...
Modeling environmental pollution using varying-coefficients quantile regression models under log-symmetric distributions
(2023)
Many phenomena can be described by random variables that follow asymmetrical distributions. In the context of regression, when the response variable Y follows such a distribution, it is preferable to estimate the response ...