Search Results - "Seifollahi, Solmaz"

Reducing Bias in Beta Regression Models Using Jackknifed Liu-Type Estimators: Applications to Chemical Data by Seifollahi, Solmaz, Bevrani, Hossein, Albalawi, Olayan

“…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…”
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Inequality restricted estimator for gamma regression: Bayesian approach as a solution to the multicollinearity by Seifollahi, Solmaz, Bevrani, Hossein, Kamary, Kaniav

“…In this article, we consider the multicollinearity problem in the gamma regression model when model parameters are bounded linearly restricted. The linear…”
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Improved estimators in bell regression model with application by Seifollahi, Solmaz, Bevrani, Hossein, Algamal, Zakariya Yahya

“…In this paper, we propose the application of shrinkage strategies to estimate coefficients in the Bell regression models when prior information about the…”
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Shrinkage estimators in zero-inflated Bell regression model with application by Seifollahi, Solmaz, Bevrani, Hossein, Algamal, Zakariya Yahya

“…We propose Stein-type estimators for zero-inflated Bell regression models by incorporating information on model parameters. These estimators combine the…”
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Bayesian Analysis of the Beta Regression Model Subject to Linear Inequality Restrictions with Application by Seifollahi, Solmaz, Bevrani, Hossein, Mansson, Kristofer

“…ReRecent studies in machine learning are based on models in which parameters or state variables are bounded restricted. These restrictions are from prior…”
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Improved estimators in Bell regression model with application by Seifollahi, Solmaz, Bevrani, Hossein, Algamal, Zakariya Yahya

“…In this paper, we propose the application of shrinkage strategies to estimate coefficients in the Bell regression models when prior information about the…”
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Inequality Restricted Estimator for Gamma Regression: Bayesian approach as a solution to the Multicollinearity by Seifollahi, Solmaz, Bevrani, Hossein, Kamary, Kaniav

“…In this paper, we consider the multicollinearity problem in the gamma regression model when model parameters are linearly restricted. The linear restrictions…”
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Bayesian Estimation Approach for Linear Regression Models with Linear Inequality Restrictions by Seifollahi, Solmaz, Kamary, Kaniav, Bevrani, Hossein

“…Univariate and multivariate general linear regression models, subject to linear inequality constraints, arise in many scientific applications. The linear…”
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