{
  "abstract": "This study introduces the Cauchy–Modified Garima (CMG) distribution, a flexible two-parameter lifetime model obtained by applying a Cauchy-type generator to the Modified Garima distribution. Several statistical properties of the model are derived, and parameter estimation is investigated using maximum likelihood and Bayesian methods. Monte Carlo simulations show that both estimation procedures become more accurate as the sample size increases. Applications to real lifetime data demonstrate that the CMG distribution provides a competitive and flexible alternative to several classical lifetime models.",
  "abstract_shown": true,
  "affiliations": [
    "Department of Statistics, Faculty of Arts and Sciences, Bitlis Eren University, Bitlis 13000, Turkey",
    "Department of Mathematics, Faculty of Arts and Sciences, Bitlis Eren University, Bitlis 13000, Turkey"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 3,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Ayşe Metin Karakaş",
      "orcid": "0000-0003-3552-0105"
    },
    {
      "affs": [
        1
      ],
      "name": "Fatma Bulut",
      "orcid": "0000-0002-7684-6796"
    },
    {
      "affs": [
        1
      ],
      "name": "Murat Karakaş",
      "orcid": "0000-0002-5174-0282"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/cmw64jc96j6zt.bib",
  "cited_by": 0,
  "doi": "10.3390/axioms15100746",
  "fulltext_url": null,
  "id": "cmw64jc96j6zt",
  "issns": [
    "2075-1680"
  ],
  "landing_url": "https://www.mdpi.com/2075-1680/15/10/746",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2613|Statistical Distribution Estimation and Applications"
    ]
  ],
  "openalex": "W7220694575",
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-06",
  "publisher": "MDPI AG",
  "ris": "https://research.draconitic.com/paper/cmw64jc96j6zt.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:30Z",
      "native_id": "10.3390/axioms15100746",
      "source": "crossref",
      "url": "https://www.mdpi.com/2075-1680/15/10/746"
    }
  ],
  "subjects": [
    {
      "field": "mathematics",
      "origin": "openalex:2613|Statistical Distribution Estimation and Applications",
      "subfield": "statistics"
    }
  ],
  "title": "The Cauchy–Modified Garima Distribution: Applications to Device Lifetimes and Aircraft Windshield Failures",
  "title_text": "The Cauchy–Modified Garima Distribution: Applications to Device Lifetimes and Aircraft Windshield Failures",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:18:30Z",
  "url": "https://research.draconitic.com/paper/cmw64jc96j6zt",
  "venue": "Axioms",
  "versions": []
}