In the field of chemical data modeling, it is common to encounter response variables that are
constrained to the interval (0, 1). In such cases, the beta regression model is often a more …

Abstract The extended Poisson-Tweedie (EPT) regression model is one of the count data
regression models. It's a more flexible model in count data; since EPT model can be used in …

The world is increasingly showing the progress of human resources in the field of science
and technology, and the development of knowledge about this technology also continues to …

The main objective of this paper is to introduce a new class of estimators for the ill-
conditioned beta regression model. The new class, named the Liu-ridge-type (LRT) …

In the analysis of logistic regression models, various biased estimators have been proposed
as an alternative to the maximum likelihood estimator (MLE) for estimating model …

In linear regression models, researchers develop new biased estimators to alleviate the
effects of multicollinearity, rather than using the Ordinary Least Squares (OLS) method which …

Beta regresyon modelinde çoklu bağlantı problemleri ortaya çıktığında, en çok olabilirlik
tahmin edicisinin performansı olumsuz etkilenmektedir. Bu zorlukları aşmak amacıyla, çeşitli …

The primary approach for obtaining regression parameters in the beta regression model is
the utilization of the maximum likelihood estimation technique. However, it is acknowledged …