[
  {
    "title": "loo: Efficient leave-one-out cross-validation and WAIC for Bayesian models",
    "author": [
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    "note": "R package version 2.9.0",
    "url": "https://mc-stan.org/loo/"
  },
  {
    "title": "Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC",
    "author": [
      {
        "given": "Aki",
        "family": "Vehtari",
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      {
        "given": "Jonah",
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    ],
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    "journal": "Statistics and Computing",
    "volume": "27",
    "issue": "5",
    "pages": "1413--1432",
    "doi": "10.1007/s11222-016-9696-4"
  },
  {
    "title": "Uncertainty in Bayesian leave-one-out cross-validation based model comparison",
    "author": [
      {
        "given": "Tuomas",
        "family": "Sivula",
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      {
        "given": "Måns",
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      {
        "given": "Aki",
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    ],
    "journal": "Bayesian Analysis",
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    "note": "doi:10.1214/24-BA1453"
  },
  {
    "title": "Using stacking to average Bayesian predictive distributions",
    "author": [
      {
        "given": "Yuling",
        "family": "Yao",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
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      {
        "given": "Daniel",
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      {
        "given": "Andrew",
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    "year": "2018",
    "volume": "13",
    "issue": "3",
    "pages": "917--1007",
    "doi": "10.1214/17-BA1091"
  },
  {
    "title": "Pareto smoothed importance sampling",
    "author": [
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Daniel",
        "family": "Simpson",
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      {
        "given": "Andrew",
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      },
      {
        "given": "Yuling",
        "family": "Yao",
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      },
      {
        "given": "Jonah",
        "family": "Gabry",
        "role": {},
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    ],
    "journal": "Journal of Machine Learning Research",
    "year": "2024",
    "volume": "25",
    "number": "72",
    "pages": "1-58"
  },
  {
    "author": [
      {
        "given": "Topi",
        "family": "Paananen",
        "role": {},
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      },
      {
        "given": "Juho",
        "family": "Piironen",
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      },
      {
        "given": "Paul-Christian",
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      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
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      }
    ],
    "title": "Implicitly adaptive importance sampling",
    "journal": "Statistics and Computing",
    "volume": "31",
    "pages": "16",
    "year": "2021"
  },
  {
    "author": [
      {
        "given": "Måns",
        "family": "Magnusson",
        "role": {},
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      },
      {
        "given": "Michael Riis",
        "family": "Andersen",
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      },
      {
        "given": "Johan",
        "family": "Jonasson",
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      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
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        "comment": {}
      }
    ],
    "title": "Leave-One-Out Cross-Validation for Large Data",
    "booktitle": "Thirty-sixth International Conference on Machine Learning",
    "publisher": "PMLR",
    "volume": "97",
    "pages": "4244-4253",
    "year": "2019"
  },
  {
    "author": [
      {
        "given": "Måns",
        "family": "Magnusson",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Michael Riis",
        "family": "Andersen",
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      },
      {
        "given": "Johan",
        "family": "Jonasson",
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        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "title": "Leave-One-Out Cross-Validation for Model Comparison in Large Data",
    "booktitle": "Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)",
    "publisher": "PMLR",
    "volume": "108",
    "pages": "341-351",
    "year": "2019"
  }
]