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Statistical agnostic regression: A machine learning method to validate regression models.

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Title: Statistical agnostic regression: A machine learning method to validate regression models.
Authors: Gorriz JM; Dpt. of Psychiatry, University of Cambridge, UK; DaSCI Institute, University of Granada, Spain; ibs.Granada, Granada, Spain. Electronic address: jg825@cam.ac.uk., Ramirez J; DaSCI Institute, University of Granada, Spain., Segovia F; DaSCI Institute, University of Granada, Spain., Jimenez-Mesa C; DaSCI Institute, University of Granada, Spain., Martinez-Murcia FJ; DaSCI Institute, University of Granada, Spain., Suckling J; Dpt. of Psychiatry, University of Cambridge, UK.
Source: Journal of advanced research [J Adv Res] 2026 Feb; Vol. 80, pp. 503-533. Date of Electronic Publication: 2025 May 01.
Publication Type: Journal Article
Journal Info: Publisher: Cairo University, production and hosting by Elsevier B. V Country of Publication: Egypt NLM ID: 101546952 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2090-1224 (Electronic) Linking ISSN: 20901224 NLM ISO Abbreviation: J Adv Res Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Gorriz+JM%22">Gorriz JM</searchLink>; Dpt. of Psychiatry, University of Cambridge, UK; DaSCI Institute, University of Granada, Spain; ibs.Granada, Granada, Spain. Electronic address: jg825@cam.ac.uk.<br /><searchLink fieldCode="AU" term="%22Ramirez+J%22">Ramirez J</searchLink>; DaSCI Institute, University of Granada, Spain.<br /><searchLink fieldCode="AU" term="%22Segovia+F%22">Segovia F</searchLink>; DaSCI Institute, University of Granada, Spain.<br /><searchLink fieldCode="AU" term="%22Jimenez-Mesa+C%22">Jimenez-Mesa C</searchLink>; DaSCI Institute, University of Granada, Spain.<br /><searchLink fieldCode="AU" term="%22Martinez-Murcia+FJ%22">Martinez-Murcia FJ</searchLink>; DaSCI Institute, University of Granada, Spain.<br /><searchLink fieldCode="AU" term="%22Suckling+J%22">Suckling J</searchLink>; Dpt. of Psychiatry, University of Cambridge, UK.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Cairo+University%2C+production+and+hosting+by+Elsevier+B%2E+V%22">Cairo University, production and hosting by Elsevier B. V </searchLink><i>Country of Publication: </i>Egypt <i>NLM ID: </i>101546952 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2090-1224 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220901224%22">20901224 </searchLink><i>NLM ISO Abbreviation: </i>J Adv Res <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
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        Value: 10.1016/j.jare.2025.04.026
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              Text: 2026 Feb
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