{
  "abstract": "For Gaussian spatial prediction, we construct positive sampling mechanisms with identical observation laws and conditional site inclusion probabilities, yet opposite risk rankings for two fixed predictors. The construction selects two of four sites and allows independent Gaussian measurement error.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": "2610.41726",
  "author_total": 1,
  "authors": [
    {
      "name": "Shinichiro Shirota"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/940hnev37b1w6.bib",
  "cited_by": 0,
  "doi": "10.48550/arxiv.2610.41726",
  "fulltext_url": null,
  "id": "940hnev37b1w6",
  "issns": [],
  "landing_url": "https://arxiv.org/abs/2610.41726",
  "language": null,
  "licence": "LicenseRef-arXiv-nonexclusive-1.0",
  "licence_label": "arXiv licence",
  "licence_source": "article",
  "licence_url": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
  "metadata_licence": "CC0-1.0",
  "native_subjects": [
    [
      "arxiv",
      "stat.ME"
    ]
  ],
  "openalex": null,
  "pdf_url": "https://arxiv.org/pdf/2610.41726",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-30",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/940hnev37b1w6.ris",
  "sources": [
    {
      "first_seen": "2026-11-02T12:21:25Z",
      "native_id": "2610.41726",
      "source": "arxiv",
      "url": "https://arxiv.org/abs/2610.41726"
    }
  ],
  "subjects": [
    {
      "field": "mathematics",
      "origin": "arxiv:stat.ME",
      "subfield": "statistics"
    }
  ],
  "title": "Unidentified prediction-risk rankings under spatial sampling with fixed inclusion probabilities",
  "title_text": "Unidentified prediction-risk rankings under spatial sampling with fixed inclusion probabilities",
  "type": "preprint",
  "updated_at": "2026-11-04T15:20:53Z",
  "url": "https://research.draconitic.com/paper/940hnev37b1w6",
  "venue": "arXiv",
  "versions": []
}