Regularized regression in ultra-small chemometric datasets: A methodological case study using FTIR spectra of Schiff bases

• Khudhayr Abdullah Rashedi,

  Roles Data curation, Funding acquisition, Project administration, Validation

  Affiliation Department of Mathematics, College of Science, University of Ha’il, Hail, Saudi Arabia

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• Tariq Saleh Alshammari,

  Roles Funding acquisition, Resources, Visualization, Writing – original draft

  Affiliation Department of Mathematics, College of Science, University of Ha’il, Hail, Saudi Arabia

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• Khalid Mohammed Alshammari,

  Roles Funding acquisition, Methodology, Resources, Software

  Affiliation Department of Mathematics, College of Science, University of Ha’il, Hail, Saudi Arabia

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• Talal Abdulrahman Alanazi,

  Roles Formal analysis, Investigation, Software, Visualization

  Affiliation Department of Mathematics, College of Science, University of Ha’il, Hail, Saudi Arabia

  https://orcid.org/0000-0002-4576-2354

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• Javid Shabbir,

  Roles Project administration, Validation

  Affiliation Department of Statistics, University of Wah, Wah Cantt, Pakistan

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• Tahir Mehmood

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – original draft

  * E-mail: tahime@gmail.com (TM)

  Affiliation School of Natural Sciences, National University of Sciences and Technology, Islamabad, Pakistan

  https://orcid.org/0000-0001-9775-8093

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