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Development of the generalized ridge estimator for the Poisson-Inverse Gaussian regression model with multicollinearity.

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Title: Development of the generalized ridge estimator for the Poisson-Inverse Gaussian regression model with multicollinearity.
Authors: Almulhim FA; Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia., Hammad AT; Department of Mathematics, Faculty of Science, Tanta University, Tanta 31527, Egypt., Bakr ME; Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia., Balogun OS; Department of Computing, University of Eastern Finland, 70211, Kuopio, Finland., Habineza A; Department of Sciences, Kibogora Polytechnic University, Nyamasheke, Rwanda. alexhabineza@kp.ac.rw., Abd El-Raouf MM; Basic and Applied Science Institute, Arab Academy for Science, Technology and Maritime Transport (AASTMT), Alexandria, Egypt.
Source: Scientific reports [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31162. Date of Electronic Publication: 2025 Aug 25.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Development of the generalized ridge estimator for the Poisson-Inverse Gaussian regression model with multicollinearity.
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  Data: <searchLink fieldCode="AU" term="%22Almulhim+FA%22">Almulhim FA</searchLink>; Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Hammad+AT%22">Hammad AT</searchLink>; Department of Mathematics, Faculty of Science, Tanta University, Tanta 31527, Egypt.<br /><searchLink fieldCode="AU" term="%22Bakr+ME%22">Bakr ME</searchLink>; Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Balogun+OS%22">Balogun OS</searchLink>; Department of Computing, University of Eastern Finland, 70211, Kuopio, Finland.<br /><searchLink fieldCode="AU" term="%22Habineza+A%22">Habineza A</searchLink>; Department of Sciences, Kibogora Polytechnic University, Nyamasheke, Rwanda. alexhabineza@kp.ac.rw.<br /><searchLink fieldCode="AU" term="%22Abd+El-Raouf+MM%22">Abd El-Raouf MM</searchLink>; Basic and Applied Science Institute, Arab Academy for Science, Technology and Maritime Transport (AASTMT), Alexandria, Egypt.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31162. <i>Date of Electronic Publication: </i>2025 Aug 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
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        Value: 10.1038/s41598-025-15334-9
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