[
  {
    "title": "{{projpred}}: {{Projection}} Predictive Feature Selection",
    "author": [
      {
        "given": "Juho",
        "family": "Piironen",
        "role": "aut",
        "email": "juho.t.piironen@gmail.com",
        "comment": {}
      },
      {
        "given": "Markus",
        "family": "Paasiniemi",
        "role": "aut",
        "email": {},
        "comment": {}
      },
      {
        "given": "Alejandro",
        "family": "Catalina",
        "role": "aut",
        "email": "alecatfel@gmail.com",
        "comment": {}
      },
      {
        "given": "Frank",
        "family": "Weber",
        "role": "aut",
        "email": {},
        "comment": {}
      },
      {
        "given": "Osvaldo",
        "family": "Martin",
        "role": ["cre", "aut"],
        "email": "aloctavodia@gmail.com",
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": "aut",
        "email": {},
        "comment": {}
      }
    ],
    "year": "2025",
    "note": "R package version 2.10.0",
    "url": "https://mc-stan.org/projpred/",
    "encoding": "UTF-8"
  },
  {
    "title": "Comparison of {{Bayesian}} Predictive Methods for Model Selection",
    "author": [
      {
        "given": "Juho",
        "family": "Piironen",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2017",
    "journal": "Statistics and Computing",
    "volume": "27",
    "number": "3",
    "pages": "711--735",
    "doi": "10.1007/s11222-016-9649-y"
  },
  {
    "title": "Projective Inference in High-Dimensional Problems: {{Prediction}} and Feature Selection",
    "author": [
      {
        "given": "Juho",
        "family": "Piironen",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Markus",
        "family": "Paasiniemi",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2020",
    "journal": "Electronic Journal of Statistics",
    "volume": "14",
    "number": "1",
    "pages": "2155--2197",
    "doi": "10.1214/20-EJS1711"
  },
  {
    "title": "Projection Predictive Inference for Generalized Linear and Additive Multilevel Models",
    "booktitle": "Proceedings of {{The}} 25th {{International Conference}} on {{Artificial Intelligence}} and {{Statistics}}",
    "author": [
      {
        "given": "Alejandro",
        "family": "Catalina",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Paul-Christian",
        "family": "Bürkner",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "editor": [
      {
        "given": "Gustau",
        "family": "Camps-Valls",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Francisco J. R.",
        "family": "Ruiz",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Isabel",
        "family": "Valera",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2022",
    "month": "28--30 Mar",
    "series": "Proceedings of {{Machine Learning Research}}",
    "volume": "151",
    "pages": "4446--4461",
    "publisher": "{PMLR}",
    "url": "https://proceedings.mlr.press/v151/catalina22a.html",
    "encoding": "UTF-8"
  },
  {
    "title": "Projection Predictive Variable Selection for Discrete Response Families with Finite Support",
    "author": [
      {
        "given": "Frank",
        "family": "Weber",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Änne",
        "family": "Glass",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2025",
    "volume": "40",
    "number": "2",
    "pages": "701--721",
    "journal": "Computational Statistics",
    "doi": "10.1007/s00180-024-01506-0",
    "encoding": "UTF-8"
  },
  {
    "title": "Latent Space Projection Predictive Inference",
    "author": [
      {
        "given": "Alejandro",
        "family": "Catalina",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Paul",
        "family": "Bürkner",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2021",
    "publisher": "{arXiv}",
    "doi": "10.48550/arXiv.2109.04702",
    "encoding": "UTF-8"
  },
  {
    "title": "Advances in Projection Predictive Inference",
    "author": [
      {
        "given": "Yann",
        "family": "McLatchie",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Sölvi",
        "family": "Rögnvaldsson",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Frank",
        "family": "Weber",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2025",
    "journal": "Statistical Science",
    "volume": "40",
    "number": "1",
    "pages": "128--147",
    "doi": "10.1214/24-STS949",
    "encoding": "UTF-8"
  },
  {
    "title": "Leave-One-Out Cross-Validation for {{Bayesian}} Model Comparison in Large Data",
    "booktitle": "Proceedings of {{The}} 23rd {{International Conference}} on {{Artificial Intelligence}} and {{Statistics}}",
    "author": [
      {
        "given": "Måns",
        "family": "Magnusson",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Michael Riis",
        "family": "Andersen",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Johan",
        "family": "Jonasson",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Aki",
        "family": "Vehtari",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "editor": [
      {
        "given": "Silvia",
        "family": "Chiappa",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Roberto",
        "family": "Calandra",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2020",
    "month": "26--28 Aug",
    "series": "Proceedings of {{Machine Learning Research}}",
    "volume": "108",
    "pages": "341--351",
    "publisher": "{PMLR}",
    "url": "https://proceedings.mlr.press/v108/magnusson20a.html",
    "encoding": "UTF-8"
  }
]