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    "authors": [
      "Case, Karl E.",
      "Shiller, Robert J."
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    "title": "Prices of Single-Family Homes Since 1970: New Indexes for Four Cities",
    "container": "New England Economic Review",
    "year": 1987,
    "volume": null,
    "issue": null,
    "pages": "45-56",
    "doi": null,
    "url": "https://ideas.repec.org/a/fip/fedbne/y1987isepp45-56.html",
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    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): RePEc fip:fedbne:y:1987:i:sep:p:45-56 (https://ideas.repec.org/a/fip/fedbne/y1987isepp45-56.html); NBER WP 2393 (10.3386/w2393)",
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    "notes": "Weighted repeat sales (WRS). Issue: September/October 1987, pp. 45-56.",
    "month": "September"
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  {
    "key": "caseshiller1989",
    "type": "article",
    "authors": [
      "Case, Karl E.",
      "Shiller, Robert J."
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    "title": "The Efficiency of the Market for Single-Family Homes",
    "container": "American Economic Review",
    "year": 1989,
    "volume": "79",
    "issue": "1",
    "pages": "125-137",
    "doi": null,
    "url": "https://ideas.repec.org/a/aea/aecrev/v79y1989i1p125-37.html",
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    "notes": "No DOI for AER 1989."
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    "type": "article",
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      "Pesaran, M. Hashem",
      "Yamagata, Takashi"
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    "title": "A spatio-temporal model of house prices in the USA",
    "container": "Journal of Econometrics",
    "year": 2010,
    "volume": "158",
    "issue": "1",
    "pages": "160-173",
    "doi": "10.1016/j.jeconom.2010.03.040",
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      "Barry, Ronald",
      "Gilley, Otis W.",
      "Sirmans, C. F."
    ],
    "title": "A method for spatial–temporal forecasting with an application to real estate prices",
    "container": "International Journal of Forecasting",
    "year": 2000,
    "volume": "16",
    "issue": "2",
    "pages": "229-246",
    "doi": "10.1016/s0169-2070(99)00047-3",
    "url": "https://doi.org/10.1016/s0169-2070(99)00047-3",
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    "key": "anselin1988",
    "type": "book",
    "authors": [
      "Anselin, Luc"
    ],
    "title": "Spatial Econometrics: Methods and Models",
    "container": "Studies in Operational Regional Science",
    "year": 1988,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1007/978-94-015-7799-1",
    "url": "https://doi.org/10.1007/978-94-015-7799-1",
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    "verified": true,
    "notes": "Studies in Operational Regional Science."
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  {
    "key": "kelejianprucha2010",
    "type": "article",
    "authors": [
      "Kelejian, Harry H.",
      "Prucha, Ingmar R."
    ],
    "title": "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances",
    "container": "Journal of Econometrics",
    "year": 2010,
    "volume": "157",
    "issue": "1",
    "pages": "53-67",
    "doi": "10.1016/j.jeconom.2009.10.025",
    "url": "https://doi.org/10.1016/j.jeconom.2009.10.025",
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    "title": "Introduction to Spatial Econometrics",
    "container": null,
    "year": 2009,
    "volume": null,
    "issue": null,
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    "doi": "10.1201/9781420064254",
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  {
    "key": "hyndman2011hierarchical",
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    "authors": [
      "Hyndman, Rob J.",
      "Ahmed, Roman A.",
      "Athanasopoulos, George",
      "Shang, Han Lin"
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    "title": "Optimal combination forecasts for hierarchical time series",
    "container": "Computational Statistics & Data Analysis",
    "year": 2011,
    "volume": "55",
    "issue": "9",
    "pages": "2579-2589",
    "doi": "10.1016/j.csda.2011.03.006",
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    "authors": [
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      "Athanasopoulos, George",
      "Hyndman, Rob J."
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    "title": "Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization",
    "container": "Journal of the American Statistical Association",
    "year": 2019,
    "volume": "114",
    "issue": "526",
    "pages": "804-819",
    "doi": "10.1080/01621459.2018.1448825",
    "url": "https://doi.org/10.1080/01621459.2018.1448825",
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    "notes": "MinT. Print April 2019 (online 2018)."
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      "Hyndman, Rob J.",
      "Kourentzes, Nikolaos",
      "Panagiotelis, Anastasios"
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    "title": "Forecast reconciliation: A review",
    "container": "International Journal of Forecasting",
    "year": 2024,
    "volume": "40",
    "issue": "2",
    "pages": "430-456",
    "doi": "10.1016/j.ijforecast.2023.10.010",
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    "key": "durbinkoopman2012",
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      "Koopman, Siem Jan"
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    "title": "Time Series Analysis by State Space Methods",
    "container": null,
    "year": 2012,
    "volume": null,
    "issue": null,
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  {
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    "type": "book",
    "authors": [
      "Harvey, Andrew C."
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    "title": "Forecasting, Structural Time Series Models and the Kalman Filter",
    "container": null,
    "year": 1989,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1017/CBO9781107049994",
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  {
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    "type": "article",
    "authors": [
      "Kalman, R. E."
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    "title": "A New Approach to Linear Filtering and Prediction Problems",
    "container": "Journal of Basic Engineering",
    "year": 1960,
    "volume": "82",
    "issue": "1",
    "pages": "35-45",
    "doi": "10.1115/1.3662552",
    "url": "https://doi.org/10.1115/1.3662552",
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  {
    "key": "ke2017lightgbm",
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      "Meng, Qi",
      "Finley, Thomas",
      "Wang, Taifeng",
      "Chen, Wei",
      "Ma, Weidong",
      "Ye, Qiwei",
      "Liu, Tie-Yan"
    ],
    "title": "LightGBM: A Highly Efficient Gradient Boosting Decision Tree",
    "container": null,
    "year": 2017,
    "volume": null,
    "issue": null,
    "pages": "3146-3154",
    "doi": null,
    "url": "https://proceedings.neurips.cc/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html",
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  {
    "key": "gatzlaffhaurin1997",
    "type": "article",
    "authors": [
      "Gatzlaff, Dean H.",
      "Haurin, Donald R."
    ],
    "title": "Sample Selection Bias and Repeat-Sales Index Estimates",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 1997,
    "volume": "14",
    "issue": "1-2",
    "pages": "33-50",
    "doi": "10.1023/a:1007763816289",
    "url": "https://doi.org/10.1023/a:1007763816289",
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  },
  {
    "key": "gatzlaffhaurin1998",
    "type": "article",
    "authors": [
      "Gatzlaff, Dean H.",
      "Haurin, Donald R."
    ],
    "title": "Sample Selection and Biases in Local House Value Indices",
    "container": "Journal of Urban Economics",
    "year": 1998,
    "volume": "43",
    "issue": "2",
    "pages": "199-222",
    "doi": "10.1006/juec.1997.2045",
    "url": "https://doi.org/10.1006/juec.1997.2045",
    "publisher": "Elsevier BV",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
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  {
    "key": "hwangquigley2004",
    "type": "article",
    "authors": [
      "Hwang, Min",
      "Quigley, John M."
    ],
    "title": "Selectivity, Quality Adjustment and Mean Reversion in the Measurement of House Values",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2004,
    "volume": "28",
    "issue": "2-3",
    "pages": "161-178",
    "doi": "10.1023/b:real.0000011152.40485.12",
    "url": "https://doi.org/10.1023/b:real.0000011152.40485.12",
    "publisher": "Springer Science and Business Media LLC",
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  {
    "key": "clapp1991alltransactions",
    "type": "article",
    "authors": [
      "Clapp, John M.",
      "Giaccotto, Carmelo",
      "Tirtiroglu, Dogan"
    ],
    "title": "Housing Price Indices Based on All Transactions Compared to Repeat Subsamples",
    "container": "Real Estate Economics",
    "year": 1991,
    "volume": "19",
    "issue": "3",
    "pages": "270-285",
    "doi": "10.1111/1540-6229.00553",
    "url": "https://doi.org/10.1111/1540-6229.00553",
    "publisher": "Wiley",
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    "verified": true,
    "notes": "Published in the AREUEA Journal (vol. 19), the journal now titled Real Estate Economics (Crossref container)."
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  {
    "key": "gelmanhill2007",
    "type": "book",
    "authors": [
      "Gelman, Andrew",
      "Hill, Jennifer"
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    "title": "Data Analysis Using Regression and Multilevel/Hierarchical Models",
    "container": null,
    "year": 2007,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1017/CBO9780511790942",
    "url": "https://doi.org/10.1017/CBO9780511790942",
    "publisher": "Cambridge University Press",
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    "notes": "Crossref issued date 2006-12-18 (online); book carries 2007 imprint."
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  {
    "key": "gelman2006prior",
    "type": "article",
    "authors": [
      "Gelman, Andrew"
    ],
    "title": "Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)",
    "container": "Bayesian Analysis",
    "year": 2006,
    "volume": "1",
    "issue": "3",
    "pages": "515-534",
    "doi": "10.1214/06-ba117a",
    "url": "https://doi.org/10.1214/06-ba117a",
    "publisher": "Institute of Mathematical Statistics",
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  {
    "key": "rosen1974",
    "type": "article",
    "authors": [
      "Rosen, Sherwin"
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    "title": "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition",
    "container": "Journal of Political Economy",
    "year": 1974,
    "volume": "82",
    "issue": "1",
    "pages": "34-55",
    "doi": "10.1086/260169",
    "url": "https://doi.org/10.1086/260169",
    "publisher": "University of Chicago Press",
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    "notes": ""
  },
  {
    "key": "francke2017hierarchical",
    "type": "article",
    "authors": [
      "Francke, Marc K.",
      "van de Minne, Alex"
    ],
    "title": "The Hierarchical Repeat Sales Model for Granular Commercial Real Estate and Residential Price Indices",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2017,
    "volume": "55",
    "issue": "4",
    "pages": "511-532",
    "doi": "10.1007/s11146-017-9632-1",
    "url": "https://doi.org/10.1007/s11146-017-9632-1",
    "publisher": "Springer Science and Business Media LLC",
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    "verified": true,
    "notes": "Hierarchical repeat sales model for granular (local) indices."
  },
  {
    "key": "francke2010thin",
    "type": "article",
    "authors": [
      "Francke, Marc K."
    ],
    "title": "Repeat Sales Index for Thin Markets",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2010,
    "volume": "41",
    "issue": "1",
    "pages": "24-52",
    "doi": "10.1007/s11146-009-9203-1",
    "url": "https://doi.org/10.1007/s11146-009-9203-1",
    "publisher": "Springer Science and Business Media LLC",
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    "verified": true,
    "notes": "Published title is 'Repeat Sales Index for Thin Markets' (subtitle 'A Structural Time Series Approach' appears in the 2007 ERES version). Print July 2010."
  },
  {
    "key": "francke2021heterogeneity",
    "type": "article",
    "authors": [
      "Francke, Marc",
      "van de Minne, Alex"
    ],
    "title": "Modeling unobserved heterogeneity in hedonic price models",
    "container": "Real Estate Economics",
    "year": 2021,
    "volume": "49",
    "issue": "4",
    "pages": "1315-1339",
    "doi": "10.1111/1540-6229.12320",
    "url": "https://doi.org/10.1111/1540-6229.12320",
    "publisher": "Wiley",
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    "verified": true,
    "notes": "Print December 2021 (online 2020)."
  },
  {
    "key": "bailey1963",
    "type": "article",
    "authors": [
      "Bailey, Martin J.",
      "Muth, Richard F.",
      "Nourse, Hugh O."
    ],
    "title": "A Regression Method for Real Estate Price Index Construction",
    "container": "Journal of the American Statistical Association",
    "year": 1963,
    "volume": "58",
    "issue": "304",
    "pages": "933-942",
    "doi": "10.1080/01621459.1963.10480679",
    "url": "https://doi.org/10.1080/01621459.1963.10480679",
    "publisher": "Informa UK Limited",
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    "notes": ""
  },
  {
    "key": "goetzmann1992",
    "type": "article",
    "authors": [
      "Goetzmann, William Nelson"
    ],
    "title": "The accuracy of real estate indices: Repeat sale estimators",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 1992,
    "volume": "5",
    "issue": "1",
    "pages": "5-53",
    "doi": "10.1007/bf00153997",
    "url": "https://doi.org/10.1007/bf00153997",
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  },
  {
    "key": "clappgiaccotto1992",
    "type": "article",
    "authors": [
      "Clapp, John M.",
      "Giaccotto, Carmelo"
    ],
    "title": "Estimating Price Indices for Residential Property: A Comparison of Repeat Sales and Assessed Value Methods",
    "container": "Journal of the American Statistical Association",
    "year": 1992,
    "volume": "87",
    "issue": "418",
    "pages": "300-306",
    "doi": "10.1080/01621459.1992.10475209",
    "url": "https://doi.org/10.1080/01621459.1992.10475209",
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  {
    "key": "bourassa2006simple",
    "type": "article",
    "authors": [
      "Bourassa, Steven C.",
      "Hoesli, Martin",
      "Sun, Jian"
    ],
    "title": "A simple alternative house price index method",
    "container": "Journal of Housing Economics",
    "year": 2006,
    "volume": "15",
    "issue": "1",
    "pages": "80-97",
    "doi": "10.1016/j.jhe.2006.03.001",
    "url": "https://doi.org/10.1016/j.jhe.2006.03.001",
    "publisher": "Elsevier BV",
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  {
    "key": "wood2017gam",
    "type": "book",
    "authors": [
      "Wood, Simon N."
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    "title": "Generalized Additive Models",
    "container": null,
    "year": 2017,
    "volume": null,
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    "authors": [
      "Chernozhukov, Victor",
      "Chetverikov, Denis",
      "Demirer, Mert",
      "Duflo, Esther",
      "Hansen, Christian",
      "Newey, Whitney",
      "Robins, James"
    ],
    "title": "Double/debiased machine learning for treatment and structural parameters",
    "container": "The Econometrics Journal",
    "year": 2018,
    "volume": "21",
    "issue": "1",
    "pages": "C1-C68",
    "doi": "10.1111/ectj.12097",
    "url": "https://doi.org/10.1111/ectj.12097",
    "publisher": "Oxford University Press (OUP)",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "hill2013survey",
    "type": "article",
    "authors": [
      "Hill, Robert J."
    ],
    "title": "Hedonic Price Indexes for Residential Housing: A Survey, Evaluation and Taxonomy",
    "container": "Journal of Economic Surveys",
    "year": 2013,
    "volume": "27",
    "issue": "5",
    "pages": "879-914",
    "doi": "10.1111/j.1467-6419.2012.00731.x",
    "url": "https://doi.org/10.1111/j.1467-6419.2012.00731.x",
    "publisher": "Wiley",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": "Crossref title is all-caps; print issue December 2013 (online 2012)."
  },
  {
    "key": "hill2026survey",
    "type": "article",
    "authors": [
      "Hill, Robert J.",
      "Steurer, Miriam"
    ],
    "title": "Real Estate Price Measurement Since the Global Financial Crisis: Methods, Data and Policy Developments",
    "container": "Review of Income and Wealth",
    "year": 2026,
    "volume": "72",
    "issue": "1",
    "pages": null,
    "doi": "10.1111/roiw.70055",
    "url": "https://doi.org/10.1111/roiw.70055",
    "publisher": "Wiley",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>); University of Graz publication list",
    "verified": true,
    "notes": "Latest Hill survey of real-estate price measurement. Article number e70055 (no page range in Crossref). Published in Review of Income and Wealth, not JEL/JES."
  },
  {
    "key": "eurostat2013handbook",
    "type": "book",
    "authors": [
      "{Eurostat}",
      "{ILO}",
      "{IMF}",
      "{OECD}",
      "{UNECE}",
      "{World Bank}"
    ],
    "title": "Handbook on Residential Property Price Indices (RPPIs)",
    "container": null,
    "year": 2013,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1787/9789264197183-en",
    "url": "https://doi.org/10.1787/9789264197183-en",
    "publisher": "OECD Publishing / Eurostat",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>) (OECD DOI; Crossref author field empty); Eurostat edition ISBN 978-92-79-25984-5, DOI 10.2785/34007 cited by CBS REPS manual (10.2785 DOI not resolvable via Crossref API)",
    "verified": true,
    "notes": "Joint Eurostat/ILO/IMF/OECD/UNECE/World Bank handbook. Crossref title: 'Handbook on Residential Property Price Indices'."
  },
  {
    "key": "nagaraja2011autoregressive",
    "type": "article",
    "authors": [
      "Nagaraja, Chaitra H.",
      "Brown, Lawrence D.",
      "Zhao, Linda H."
    ],
    "title": "An autoregressive approach to house price modeling",
    "container": "The Annals of Applied Statistics",
    "year": 2011,
    "volume": "5",
    "issue": "1",
    "pages": "124-149",
    "doi": "10.1214/10-aoas380",
    "url": "https://doi.org/10.1214/10-aoas380",
    "publisher": "Institute of Mathematical Statistics",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "bogin2019local",
    "type": "article",
    "authors": [
      "Bogin, Alexander",
      "Doerner, William",
      "Larson, William"
    ],
    "title": "Local House Price Dynamics: New Indices and Stylized Facts",
    "container": "Real Estate Economics",
    "year": 2019,
    "volume": "47",
    "issue": "2",
    "pages": "365-398",
    "doi": "10.1111/1540-6229.12233",
    "url": "https://doi.org/10.1111/1540-6229.12233",
    "publisher": "Wiley",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": "FHFA ZIP-code / county / tract repeat-sales indices. Print June 2019 (online 2018)."
  },
  {
    "key": "mcmillen2012matching",
    "type": "article",
    "authors": [
      "McMillen, Daniel P."
    ],
    "title": "Repeat Sales as a Matching Estimator",
    "container": "Real Estate Economics",
    "year": 2012,
    "volume": "40",
    "issue": "4",
    "pages": "745-773",
    "doi": "10.1111/j.1540-6229.2012.00343.x",
    "url": "https://doi.org/10.1111/j.1540-6229.2012.00343.x",
    "publisher": "Wiley",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "fayherriot1979",
    "type": "article",
    "authors": [
      "Fay, Robert E.",
      "Herriot, Roger A."
    ],
    "title": "Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data",
    "container": "Journal of the American Statistical Association",
    "year": 1979,
    "volume": "74",
    "issue": "366",
    "pages": "269-277",
    "doi": "10.1080/01621459.1979.10482505",
    "url": "https://doi.org/10.1080/01621459.1979.10482505",
    "publisher": "Informa UK Limited",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": "Crossref issue code '366a'; printed issue 366."
  },
  {
    "key": "efronmorris1973",
    "type": "article",
    "authors": [
      "Efron, Bradley",
      "Morris, Carl"
    ],
    "title": "Stein's Estimation Rule and its Competitors—An Empirical Bayes Approach",
    "container": "Journal of the American Statistical Association",
    "year": 1973,
    "volume": "68",
    "issue": "341",
    "pages": "117-130",
    "doi": "10.1080/01621459.1973.10481350",
    "url": "https://doi.org/10.1080/01621459.1973.10481350",
    "publisher": "Informa UK Limited",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "francke2022daily",
    "type": "article",
    "authors": [
      "Francke, Marc",
      "van de Minne, Alex"
    ],
    "title": "Daily appraisal of commercial real estate a new mixed frequency approach",
    "container": "Real Estate Economics",
    "year": 2022,
    "volume": "50",
    "issue": "5",
    "pages": "1257-1281",
    "doi": "10.1111/1540-6229.12378",
    "url": "https://doi.org/10.1111/1540-6229.12378",
    "publisher": "Wiley",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "francke2025censustract",
    "type": "article",
    "authors": [
      "Francke, Marc",
      "Rolheiser, Lyndsey",
      "van de Minne, Alex"
    ],
    "title": "Estimating Census Tract House Price Indexes: A New Spatial Dynamic Factor Approach",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2025,
    "volume": "70",
    "issue": "3",
    "pages": "483-514",
    "doi": "10.1007/s11146-023-09957-w",
    "url": "https://doi.org/10.1007/s11146-023-09957-w",
    "publisher": "Springer Science and Business Media LLC",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": "Print April 2025 (online 2023). Spatial dynamic factor repeat-sales model for census-tract indexes."
  },
  {
    "key": "dattalahiri2000",
    "type": "article",
    "authors": [
      "Datta, Gauri Sankar",
      "Lahiri, Partha"
    ],
    "title": "A Unified Measure of Uncertainty of Estimated Best Linear Unbiased Predictors in Small Area Estimation Problems",
    "container": "Statistica Sinica",
    "year": 2000,
    "volume": "10",
    "issue": "2",
    "pages": "613-627",
    "doi": null,
    "url": "https://www3.stat.sinica.edu.tw/statistica/J10n2/j10n214/j10n214.htm",
    "publisher": null,
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Journal web page https://www3.stat.sinica.edu.tw/statistica/J10n2/j10n214/j10n214.htm (G. S. Datta and P. Lahiri, Statistica Sinica 10 (2000), 613-627)",
    "verified": true,
    "notes": "Journal page gives initials only (G. S. Datta, P. Lahiri); full first names from the authors' standard forms."
  },
  {
    "key": "pfeffermann2013sae",
    "type": "article",
    "authors": [
      "Pfeffermann, Danny"
    ],
    "title": "New Important Developments in Small Area Estimation",
    "container": "Statistical Science",
    "year": 2013,
    "volume": "28",
    "issue": "1",
    "pages": "40-68",
    "doi": "10.1214/12-sts395",
    "url": "https://doi.org/10.1214/12-sts395",
    "publisher": "Institute of Mathematical Statistics",
    "verification_source": "Reused from WP22 (sharp-hpi-quebec/docs/literature/references_verified.json): Crossref API (https://api.crossref.org/works/<DOI>)",
    "verified": true,
    "notes": ""
  },
  {
    "key": "rapachstrauss2009",
    "type": "article",
    "authors": [
      "Rapach, David E.",
      "Strauss, Jack K."
    ],
    "title": "Differences in housing price forecastability across US states",
    "container": "International Journal of Forecasting",
    "year": 2009,
    "volume": "25",
    "issue": "2",
    "pages": "351--372",
    "doi": "10.1016/j.ijforecast.2009.01.009",
    "url": "https://doi.org/10.1016/j.ijforecast.2009.01.009",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Requested as J. Forecasting; published in International Journal of Forecasting 25(2)."
  },
  {
    "key": "borkmoller2015",
    "type": "article",
    "authors": [
      "Bork, Lasse",
      "Møller, Stig V."
    ],
    "title": "Forecasting house prices in the 50 states using Dynamic Model Averaging and Dynamic Model Selection",
    "container": "International Journal of Forecasting",
    "year": 2015,
    "volume": "31",
    "issue": "1",
    "pages": "63--78",
    "doi": "10.1016/j.ijforecast.2014.05.005",
    "url": "https://doi.org/10.1016/j.ijforecast.2014.05.005",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "ghysels2013forecasting",
    "type": "incollection",
    "authors": [
      "Ghysels, Eric",
      "Plazzi, Alberto",
      "Valkanov, Rossen",
      "Torous, Walter"
    ],
    "title": "Forecasting Real Estate Prices",
    "container": "Handbook of Economic Forecasting, Volume 2A",
    "year": 2013,
    "volume": "2",
    "issue": null,
    "pages": "509--580",
    "doi": "10.1016/b978-0-444-53683-9.00009-8",
    "url": "https://doi.org/10.1016/b978-0-444-53683-9.00009-8",
    "publisher": "Elsevier",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Author order as registered in Crossref (Ghysels, Plazzi, Valkanov, Torous). Editors/volume from the handbook series (Elliott and Timmermann, eds.)."
  },
  {
    "key": "gupta2011forecasting",
    "type": "article",
    "authors": [
      "Gupta, Rangan",
      "Kabundi, Alain",
      "Miller, Stephen M."
    ],
    "title": "Forecasting the US real house price index: Structural and non-structural models with and without fundamentals",
    "container": "Economic Modelling",
    "year": 2011,
    "volume": "28",
    "issue": "4",
    "pages": "2013--2021",
    "doi": "10.1016/j.econmod.2011.04.005",
    "url": "https://doi.org/10.1016/j.econmod.2011.04.005",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "gupta2011large",
    "type": "article",
    "authors": [
      "Gupta, Rangan",
      "Kabundi, Alain",
      "Miller, Stephen"
    ],
    "title": "Using Large Data Sets to Forecast House Prices: A Case Study of Twenty U.S. States",
    "container": "Journal of Housing Research",
    "year": 2011,
    "volume": "20",
    "issue": "2",
    "pages": "161--190",
    "doi": "10.1080/10835547.2011.12092042",
    "url": "https://doi.org/10.1080/10835547.2011.12092042",
    "publisher": "Informa UK Limited",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "plakandaras2015forecasting",
    "type": "article",
    "authors": [
      "Plakandaras, Vasilios",
      "Gupta, Rangan",
      "Gogas, Periklis",
      "Papadimitriou, Theophilos"
    ],
    "title": "Forecasting the U.S. real house price index",
    "container": "Economic Modelling",
    "year": 2015,
    "volume": "45",
    "issue": null,
    "pages": "259--267",
    "doi": "10.1016/j.econmod.2014.10.050",
    "url": "https://doi.org/10.1016/j.econmod.2014.10.050",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "milunovich2020forecasting",
    "type": "article",
    "authors": [
      "Milunovich, George"
    ],
    "title": "Forecasting Australia's real house price index: A comparison of time series and machine learning methods",
    "container": "Journal of Forecasting",
    "year": 2020,
    "volume": "39",
    "issue": "7",
    "pages": "1098--1118",
    "doi": "10.1002/for.2678",
    "url": "https://doi.org/10.1002/for.2678",
    "publisher": "Wiley",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "kouwenbergzwinkels2014",
    "type": "article",
    "authors": [
      "Kouwenberg, Roy",
      "Zwinkels, Remco"
    ],
    "title": "Forecasting the US housing market",
    "container": "International Journal of Forecasting",
    "year": 2014,
    "volume": "30",
    "issue": "3",
    "pages": "415--425",
    "doi": "10.1016/j.ijforecast.2013.12.010",
    "url": "https://doi.org/10.1016/j.ijforecast.2013.12.010",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "caseshiller1990forecasting",
    "type": "article",
    "authors": [
      "Case, Karl E.",
      "Shiller, Robert J."
    ],
    "title": "Forecasting Prices and Excess Returns in the Housing Market",
    "container": "Real Estate Economics",
    "year": 1990,
    "volume": "18",
    "issue": "3",
    "pages": "253--273",
    "doi": "10.1111/1540-6229.00521",
    "url": "https://doi.org/10.1111/1540-6229.00521",
    "publisher": "Wiley",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Journal was then titled AREUEA Journal (Crossref registers it under Real Estate Economics)."
  },
  {
    "key": "xuzhang2022hpi",
    "type": "article",
    "authors": [
      "Xu, Xiaojie",
      "Zhang, Yun"
    ],
    "title": "Residential housing price index forecasting via neural networks",
    "container": "Neural Computing and Applications",
    "year": 2022,
    "volume": "34",
    "issue": "17",
    "pages": "14763--14776",
    "doi": "10.1007/s00521-022-07309-y",
    "url": "https://doi.org/10.1007/s00521-022-07309-y",
    "publisher": "Springer Science and Business Media LLC",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "yeo2025deepdfvar",
    "type": "article",
    "authors": [
      "Yeo, Jisu",
      "Stitsyuk, Artyom",
      "Choi, Jaesik"
    ],
    "title": "Deep-DFVAR: Dynamic factor vector autoregression with deep learning for regional house price index forecasting",
    "container": "Neurocomputing",
    "year": 2025,
    "volume": "656",
    "issue": null,
    "pages": "131103",
    "doi": "10.1016/j.neucom.2025.131103",
    "url": "https://doi.org/10.1016/j.neucom.2025.131103",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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    "notes": ""
  },
  {
    "key": "bourassa2010spatial",
    "type": "article",
    "authors": [
      "Bourassa, Steven",
      "Cantoni, Eva",
      "Hoesli, Martin"
    ],
    "title": "Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods",
    "container": "Journal of Real Estate Research",
    "year": 2010,
    "volume": "32",
    "issue": "2",
    "pages": "139--160",
    "doi": "10.1080/10835547.2010.12091276",
    "url": "https://doi.org/10.1080/10835547.2010.12091276",
    "publisher": "Informa UK Limited",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "pacehayunga2020residuals",
    "type": "article",
    "authors": [
      "Pace, R. Kelley",
      "Hayunga, Darren"
    ],
    "title": "Examining the Information Content of Residuals from Hedonic and Spatial Models Using Trees and Forests",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2020,
    "volume": "60",
    "issue": "1-2",
    "pages": "170--180",
    "doi": "10.1007/s11146-019-09724-w",
    "url": "https://doi.org/10.1007/s11146-019-09724-w",
    "publisher": "Springer Science and Business Media LLC",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "mayer2019updating",
    "type": "article",
    "authors": [
      "Mayer, Michael",
      "Bourassa, Steven C.",
      "Hoesli, Martin",
      "Scognamiglio, Donato"
    ],
    "title": "Estimation and updating methods for hedonic valuation",
    "container": "Journal of European Real Estate Research",
    "year": 2019,
    "volume": "12",
    "issue": "1",
    "pages": "134--150",
    "doi": "10.1108/jerer-08-2018-0035",
    "url": "https://doi.org/10.1108/jerer-08-2018-0035",
    "publisher": "Emerald",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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  },
  {
    "key": "hu2019rental",
    "type": "article",
    "authors": [
      "Hu, Lirong",
      "He, Shenjing",
      "Han, Zixuan",
      "Xiao, He",
      "Su, Shiliang",
      "Weng, Min",
      "Cai, Zhongliang"
    ],
    "title": "Monitoring housing rental prices based on social media: An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies",
    "container": "Land Use Policy",
    "year": 2019,
    "volume": "82",
    "issue": null,
    "pages": "657--673",
    "doi": "10.1016/j.landusepol.2018.12.030",
    "url": "https://doi.org/10.1016/j.landusepol.2018.12.030",
    "publisher": "Elsevier BV",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Requested as 'Hu, Yang et al.'; actual authors Hu, He, Han, Xiao, Su, Weng. Crossref title lacks a space after the colon; corrected."
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  {
    "key": "kok2017bigdata",
    "type": "article",
    "authors": [
      "Kok, Nils",
      "Koponen, Eija-Leena",
      "Martínez-Barbosa, Carmen Adriana"
    ],
    "title": "Big Data in Real Estate? From Manual Appraisal to Automated Valuation",
    "container": "The Journal of Portfolio Management",
    "year": 2017,
    "volume": "43",
    "issue": "6",
    "pages": "202--211",
    "doi": "10.3905/jpm.2017.43.6.202",
    "url": "https://doi.org/10.3905/jpm.2017.43.6.202",
    "publisher": "With Intelligence LLC",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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  {
    "key": "baldominos2018opportunities",
    "type": "article",
    "authors": [
      "Baldominos, Alejandro",
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      "Moreno, Antonio José",
      "Iturrarte, Rubén",
      "Bernárdez, Óscar",
      "Afonso, Carlos"
    ],
    "title": "Identifying Real Estate Opportunities Using Machine Learning",
    "container": "Applied Sciences",
    "year": 2018,
    "volume": "8",
    "issue": "11",
    "pages": "2321",
    "doi": "10.3390/app8112321",
    "url": "https://doi.org/10.3390/app8112321",
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      "Choi, Heeyoul",
      "Kim, Woo-sung"
    ],
    "title": "A house price valuation based on the random forest approach: The mass appraisal of residential property in South Korea",
    "container": "International Journal of Strategic Property Management",
    "year": 2020,
    "volume": "24",
    "issue": "3",
    "pages": "140--152",
    "doi": "10.3846/ijspm.2020.11544",
    "url": "https://doi.org/10.3846/ijspm.2020.11544",
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      "Cajias, Marcelo",
      "Fuerst, Franz"
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    "title": "Interpretable machine learning for real estate market analysis",
    "container": "Real Estate Economics",
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    "volume": "51",
    "issue": "5",
    "pages": "1178--1208",
    "doi": "10.1111/1540-6229.12397",
    "url": "https://doi.org/10.1111/1540-6229.12397",
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      "Lenaers, Ian",
      "De Moor, Lieven"
    ],
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    "container": "Finance Research Letters",
    "year": 2023,
    "volume": "58",
    "issue": null,
    "pages": "104306",
    "doi": "10.1016/j.frl.2023.104306",
    "url": "https://doi.org/10.1016/j.frl.2023.104306",
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    "authors": [
      "Deppner, Juergen",
      "Cajias, Marcelo"
    ],
    "title": "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2024,
    "volume": "68",
    "issue": "2",
    "pages": "235--273",
    "doi": "10.1007/s11146-022-09915-y",
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    "notes": "Online 2022; print issue 68(2), February 2024."
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    "key": "boginshui2020rural",
    "type": "article",
    "authors": [
      "Bogin, Alexander N.",
      "Shui, Jessica"
    ],
    "title": "Appraisal Accuracy and Automated Valuation Models in Rural Areas",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2020,
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    "issue": "1-2",
    "pages": "40--52",
    "doi": "10.1007/s11146-019-09712-0",
    "url": "https://doi.org/10.1007/s11146-019-09712-0",
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      "Peng, Wenzhe",
      "Gao, Song",
      "Rao, Jinmeng",
      "Duarte, Fabio",
      "Ratti, Carlo"
    ],
    "title": "Understanding house price appreciation using multi-source big geo-data and machine learning",
    "container": "Land Use Policy",
    "year": 2021,
    "volume": "111",
    "issue": null,
    "pages": "104919",
    "doi": "10.1016/j.landusepol.2020.104919",
    "url": "https://doi.org/10.1016/j.landusepol.2020.104919",
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    "key": "pace1998spatiotemporal",
    "type": "article",
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      "Pace, R. Kelley",
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      "Clapp, John M.",
      "Rodriquez, Mauricio"
    ],
    "title": "Spatiotemporal Autoregressive Models of Neighborhood Effects",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 1998,
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    "issue": "1",
    "pages": "15--33",
    "doi": "10.1023/a:1007799028599",
    "url": "https://doi.org/10.1023/a:1007799028599",
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      "Elhorst, J. Paul"
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    "title": "Spatial Econometrics: From Cross-Sectional Data to Spatial Panels",
    "container": "Springer Berlin Heidelberg",
    "year": 2014,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1007/978-3-642-40340-8",
    "url": "https://doi.org/10.1007/978-3-642-40340-8",
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      "Yamagata, Takashi"
    ],
    "title": "The spatial and temporal diffusion of house prices in the UK",
    "container": "Journal of Urban Economics",
    "year": 2011,
    "volume": "69",
    "issue": "1",
    "pages": "2--23",
    "doi": "10.1016/j.jue.2010.08.002",
    "url": "https://doi.org/10.1016/j.jue.2010.08.002",
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      "Brady, Ryan R."
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    "title": "Measuring the diffusion of housing prices across space and over time",
    "container": "Journal of Applied Econometrics",
    "year": 2011,
    "volume": "26",
    "issue": "2",
    "pages": "213--231",
    "doi": "10.1002/jae.1118",
    "url": "https://doi.org/10.1002/jae.1118",
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      "Francke, Marc K."
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    "container": "Real Estate Economics",
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    "issue": null,
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      "Kipf, Thomas N.",
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      "Bengio, Yoshua"
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    "title": "Graph WaveNet for Deep Spatial-Temporal Graph Modeling",
    "container": "Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)",
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      "Zhang, Chengqi",
      "Yu, Philip S."
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    "title": "A Comprehensive Survey on Graph Neural Networks",
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    "issue": "1",
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    "doi": "10.1109/tnnls.2020.2978386",
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    "title": "Attention-Based Spatial Interpolation for House Price Prediction",
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    "issue": "7",
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  },
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    "key": "hochreiter1997lstm",
    "type": "article",
    "authors": [
      "Hochreiter, Sepp",
      "Schmidhuber, Jürgen"
    ],
    "title": "Long Short-Term Memory",
    "container": "Neural Computation",
    "year": 1997,
    "volume": "9",
    "issue": "8",
    "pages": "1735--1780",
    "doi": "10.1162/neco.1997.9.8.1735",
    "url": "https://doi.org/10.1162/neco.1997.9.8.1735",
    "publisher": "MIT Press",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "cho2014gru",
    "type": "inproceedings",
    "authors": [
      "Cho, Kyunghyun",
      "van Merrienboer, Bart",
      "Gulcehre, Caglar",
      "Bahdanau, Dzmitry",
      "Bougares, Fethi",
      "Schwenk, Holger",
      "Bengio, Yoshua"
    ],
    "title": "Learning Phrase Representations using RNN Encoder--Decoder for Statistical Machine Translation",
    "container": "Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    "year": 2014,
    "volume": null,
    "issue": null,
    "pages": "1724--1734",
    "doi": "10.3115/v1/d14-1179",
    "url": "https://doi.org/10.3115/v1/d14-1179",
    "publisher": "Association for Computational Linguistics",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
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    "key": "bai2018tcn",
    "type": "misc",
    "authors": [
      "Bai, Shaojie",
      "Kolter, J. Zico",
      "Koltun, Vladlen"
    ],
    "title": "An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling",
    "container": null,
    "year": 2018,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://arxiv.org/abs/1803.01271",
    "publisher": null,
    "verification_source": "arXiv API (id 1803.01271, v2 2018-04-19)",
    "verified": true,
    "notes": "arXiv-only preprint (no peer-reviewed version located)."
  },
  {
    "key": "lim2021tft",
    "type": "article",
    "authors": [
      "Lim, Bryan",
      "Arık, Sercan Ö.",
      "Loeff, Nicolas",
      "Pfister, Tomas"
    ],
    "title": "Temporal Fusion Transformers for interpretable multi-horizon time series forecasting",
    "container": "International Journal of Forecasting",
    "year": 2021,
    "volume": "37",
    "issue": "4",
    "pages": "1748--1764",
    "doi": "10.1016/j.ijforecast.2021.03.012",
    "url": "https://doi.org/10.1016/j.ijforecast.2021.03.012",
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    "notes": ""
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    "key": "oreshkin2020nbeats",
    "type": "inproceedings",
    "authors": [
      "Oreshkin, Boris N.",
      "Carpov, Dmitri",
      "Chapados, Nicolas",
      "Bengio, Yoshua"
    ],
    "title": "N-BEATS: Neural basis expansion analysis for interpretable time series forecasting",
    "container": "Proceedings of the 8th International Conference on Learning Representations (ICLR 2020)",
    "year": 2020,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://arxiv.org/abs/1905.10437",
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      "Flunkert, Valentin",
      "Gasthaus, Jan",
      "Januschowski, Tim"
    ],
    "title": "DeepAR: Probabilistic forecasting with autoregressive recurrent networks",
    "container": "International Journal of Forecasting",
    "year": 2020,
    "volume": "36",
    "issue": "3",
    "pages": "1181--1191",
    "doi": "10.1016/j.ijforecast.2019.07.001",
    "url": "https://doi.org/10.1016/j.ijforecast.2019.07.001",
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      "Chen, Muxi",
      "Zhang, Lei",
      "Xu, Qiang"
    ],
    "title": "Are Transformers Effective for Time Series Forecasting?",
    "container": "Proceedings of the AAAI Conference on Artificial Intelligence",
    "year": 2023,
    "volume": "37",
    "issue": "9",
    "pages": "11121--11128",
    "doi": "10.1609/aaai.v37i9.26317",
    "url": "https://doi.org/10.1609/aaai.v37i9.26317",
    "publisher": "Association for the Advancement of Artificial Intelligence (AAAI)",
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    "verified": true,
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    "key": "makridakis2020m4",
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    "authors": [
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      "Assimakopoulos, Vassilios"
    ],
    "title": "The M4 Competition: 100,000 time series and 61 forecasting methods",
    "container": "International Journal of Forecasting",
    "year": 2020,
    "volume": "36",
    "issue": "1",
    "pages": "54--74",
    "doi": "10.1016/j.ijforecast.2019.04.014",
    "url": "https://doi.org/10.1016/j.ijforecast.2019.04.014",
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      "Spiliotis, Evangelos",
      "Assimakopoulos, Vassilios"
    ],
    "title": "M5 accuracy competition: Results, findings, and conclusions",
    "container": "International Journal of Forecasting",
    "year": 2022,
    "volume": "38",
    "issue": "4",
    "pages": "1346--1364",
    "doi": "10.1016/j.ijforecast.2021.11.013",
    "url": "https://doi.org/10.1016/j.ijforecast.2021.11.013",
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      "Makridakis, Spyros",
      "Spiliotis, Evangelos",
      "Assimakopoulos, Vassilios",
      "Chen, Zhi",
      "Gaba, Anil",
      "Tsetlin, Ilia",
      "Winkler, Robert L."
    ],
    "title": "The M5 uncertainty competition: Results, findings and conclusions",
    "container": "International Journal of Forecasting",
    "year": 2022,
    "volume": "38",
    "issue": "4",
    "pages": "1365--1385",
    "doi": "10.1016/j.ijforecast.2021.10.009",
    "url": "https://doi.org/10.1016/j.ijforecast.2021.10.009",
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  {
    "key": "nie2023patchtst",
    "type": "inproceedings",
    "authors": [
      "Nie, Yuqi",
      "Nguyen, Nam H.",
      "Sinthong, Phanwadee",
      "Kalagnanam, Jayant"
    ],
    "title": "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers",
    "container": "Proceedings of the 11th International Conference on Learning Representations (ICLR 2023)",
    "year": 2023,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://arxiv.org/abs/2211.14730",
    "publisher": null,
    "verification_source": "arXiv API (id 2211.14730; comment 'Accepted by ICLR 2023')",
    "verified": true,
    "notes": ""
  },
  {
    "key": "gneitingraftery2007scoring",
    "type": "article",
    "authors": [
      "Gneiting, Tilmann",
      "Raftery, Adrian E"
    ],
    "title": "Strictly Proper Scoring Rules, Prediction, and Estimation",
    "container": "Journal of the American Statistical Association",
    "year": 2007,
    "volume": "102",
    "issue": "477",
    "pages": "359--378",
    "doi": "10.1198/016214506000001437",
    "url": "https://doi.org/10.1198/016214506000001437",
    "publisher": "Informa UK Limited",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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    "type": "article",
    "authors": [
      "Gneiting, Tilmann",
      "Balabdaoui, Fadoua",
      "Raftery, Adrian E."
    ],
    "title": "Probabilistic Forecasts, Calibration and Sharpness",
    "container": "Journal of the Royal Statistical Society: Series B (Statistical Methodology)",
    "year": 2007,
    "volume": "69",
    "issue": "2",
    "pages": "243--268",
    "doi": "10.1111/j.1467-9868.2007.00587.x",
    "url": "https://doi.org/10.1111/j.1467-9868.2007.00587.x",
    "publisher": "Oxford University Press (OUP)",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "gneitingkatzfuss2014probabilistic",
    "type": "article",
    "authors": [
      "Gneiting, Tilmann",
      "Katzfuss, Matthias"
    ],
    "title": "Probabilistic Forecasting",
    "container": "Annual Review of Statistics and Its Application",
    "year": 2014,
    "volume": "1",
    "issue": "1",
    "pages": "125--151",
    "doi": "10.1146/annurev-statistics-062713-085831",
    "url": "https://doi.org/10.1146/annurev-statistics-062713-085831",
    "publisher": "Annual Reviews",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "koenkerbassett1978quantiles",
    "type": "article",
    "authors": [
      "Koenker, Roger",
      "Bassett, Gilbert"
    ],
    "title": "Regression Quantiles",
    "container": "Econometrica",
    "year": 1978,
    "volume": "46",
    "issue": "1",
    "pages": "33--50",
    "doi": "10.2307/1913643",
    "url": "https://doi.org/10.2307/1913643",
    "publisher": "JSTOR",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Crossref/OpenAlex register only the first page; full range 33-50 confirmed from RePEc record ecm:emetrp:v:46:y:1978:i:1:p:33-50."
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    "key": "bracher2021wis",
    "type": "article",
    "authors": [
      "Bracher, Johannes",
      "Ray, Evan L.",
      "Gneiting, Tilmann",
      "Reich, Nicholas G."
    ],
    "title": "Evaluating epidemic forecasts in an interval format",
    "container": "PLOS Computational Biology",
    "year": 2021,
    "volume": "17",
    "issue": "2",
    "pages": "e1008618",
    "doi": "10.1371/journal.pcbi.1008618",
    "url": "https://doi.org/10.1371/journal.pcbi.1008618",
    "publisher": "Public Library of Science (PLoS)",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "romano2019cqr",
    "type": "inproceedings",
    "authors": [
      "Romano, Yaniv",
      "Patterson, Evan",
      "Candès, Emmanuel J."
    ],
    "title": "Conformalized Quantile Regression",
    "container": "Advances in Neural Information Processing Systems 32 (NeurIPS 2019)",
    "year": 2019,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://proceedings.neurips.cc/paper/2019/hash/5103c3584b063c431bd1268e9b5e76fb-Abstract.html",
    "publisher": null,
    "verification_source": "proceedings.neurips.cc abstract page (fetched 2026-10-21) + arXiv API 1905.03222",
    "verified": true,
    "notes": ""
  },
  {
    "key": "vovk2005conformal",
    "type": "book",
    "authors": [
      "Vovk, Vladimir",
      "Gammerman, Alexander",
      "Shafer, Glenn"
    ],
    "title": "Algorithmic Learning in a Random World",
    "container": "Springer",
    "year": 2005,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1007/b106715",
    "url": "https://doi.org/10.1007/b106715",
    "publisher": "Springer",
    "verification_source": "Crossref /works/10.1007/b106715 (title, Springer, 2005, ISBN 0387001522; author field empty) + Open Library ISBN:0387001522 (authors Vovk, Gammerman, Shafer)",
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    "notes": "Springer page returned 403; authors confirmed from Open Library and from the Crossref record of the 2022 second edition (10.1007/978-3-031-06649-8)."
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  {
    "key": "taylor2000quantilenn",
    "type": "article",
    "authors": [
      "Taylor, James W."
    ],
    "title": "A quantile regression neural network approach to estimating the conditional density of multiperiod returns",
    "container": "Journal of Forecasting",
    "year": 2000,
    "volume": "19",
    "issue": "4",
    "pages": "299--311",
    "doi": "10.1002/1099-131x(200007)19:4<299::aid-for775>3.0.co;2-v",
    "url": "https://doi.org/10.1002/1099-131x(200007)19:4<299::aid-for775>3.0.co;2-v",
    "publisher": "Wiley",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "gelman2013bda",
    "type": "book",
    "authors": [
      "Gelman, Andrew",
      "Carlin, John B.",
      "Stern, Hal S.",
      "Dunson, David B.",
      "Vehtari, Aki",
      "Rubin, Donald B."
    ],
    "title": "Bayesian Data Analysis",
    "container": "Chapman and Hall/CRC",
    "year": 2013,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.1201/b16018",
    "url": "https://doi.org/10.1201/b16018",
    "publisher": "Chapman and Hall/CRC",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Third edition (Crossref 2013-11-27)."
  },
  {
    "key": "blei2017vi",
    "type": "article",
    "authors": [
      "Blei, David M.",
      "Kucukelbir, Alp",
      "McAuliffe, Jon D."
    ],
    "title": "Variational Inference: A Review for Statisticians",
    "container": "Journal of the American Statistical Association",
    "year": 2017,
    "volume": "112",
    "issue": "518",
    "pages": "859--877",
    "doi": "10.1080/01621459.2017.1285773",
    "url": "https://doi.org/10.1080/01621459.2017.1285773",
    "publisher": "Informa UK Limited",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
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  {
    "key": "hoffmangelman2014nuts",
    "type": "article",
    "authors": [
      "Hoffman, Matthew D.",
      "Gelman, Andrew"
    ],
    "title": "The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo",
    "container": "Journal of Machine Learning Research",
    "year": 2014,
    "volume": "15",
    "issue": "47",
    "pages": "1593--1623",
    "doi": null,
    "url": "https://jmlr.org/papers/v15/hoffman14a.html",
    "publisher": null,
    "verification_source": "jmlr.org/papers/v15/hoffman14a.html (fetched 2026-10-21) + arXiv API 1111.4246",
    "verified": true,
    "notes": ""
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    "key": "rue2009inla",
    "type": "article",
    "authors": [
      "Rue, Håvard",
      "Martino, Sara",
      "Chopin, Nicolas"
    ],
    "title": "Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations",
    "container": "Journal of the Royal Statistical Society: Series B (Statistical Methodology)",
    "year": 2009,
    "volume": "71",
    "issue": "2",
    "pages": "319--392",
    "doi": "10.1111/j.1467-9868.2008.00700.x",
    "url": "https://doi.org/10.1111/j.1467-9868.2008.00700.x",
    "publisher": "Oxford University Press (OUP)",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "hamilton1989regime",
    "type": "article",
    "authors": [
      "Hamilton, James D."
    ],
    "title": "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle",
    "container": "Econometrica",
    "year": 1989,
    "volume": "57",
    "issue": "2",
    "pages": "357--384",
    "doi": "10.2307/1912559",
    "url": "https://doi.org/10.2307/1912559",
    "publisher": "JSTOR",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Full page range from RePEc ecm:emetrp:v:57:y:1989:i:2:p:357-84 and Semantic Scholar."
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    "key": "kimnelson1999statespace",
    "type": "book",
    "authors": [
      "Kim, Chang-Jin",
      "Nelson, Charles R."
    ],
    "title": "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications",
    "container": "MIT Press",
    "year": 1999,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": "10.7551/mitpress/6444.001.0001",
    "url": "https://doi.org/10.7551/mitpress/6444.001.0001",
    "publisher": "MIT Press",
    "verification_source": "Crossref /works/10.7551/mitpress/6444.001.0001 (title, subtitle, MIT Press, 1999, ISBN 9780262277112) + Open Library ISBN:0262112388 (Kim) + OpenAlex record of the JASA 2000 review listing Kim and Nelson as authors",
    "verified": true,
    "notes": "Crossref author field is garbled ('Kim, Halbert'); MIT Press page returned 403; co-authorship confirmed via Open Library and the review record 10.2307/2669796."
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    "key": "jacobs1991moe",
    "type": "article",
    "authors": [
      "Jacobs, Robert A.",
      "Jordan, Michael I.",
      "Nowlan, Steven J.",
      "Hinton, Geoffrey E."
    ],
    "title": "Adaptive Mixtures of Local Experts",
    "container": "Neural Computation",
    "year": 1991,
    "volume": "3",
    "issue": "1",
    "pages": "79--87",
    "doi": "10.1162/neco.1991.3.1.79",
    "url": "https://doi.org/10.1162/neco.1991.3.1.79",
    "publisher": "MIT Press",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "jordanjacobs1994hme",
    "type": "article",
    "authors": [
      "Jordan, Michael I.",
      "Jacobs, Robert A."
    ],
    "title": "Hierarchical Mixtures of Experts and the EM Algorithm",
    "container": "Neural Computation",
    "year": 1994,
    "volume": "6",
    "issue": "2",
    "pages": "181--214",
    "doi": "10.1162/neco.1994.6.2.181",
    "url": "https://doi.org/10.1162/neco.1994.6.2.181",
    "publisher": "MIT Press",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": ""
  },
  {
    "key": "shazeer2017moe",
    "type": "misc",
    "authors": [
      "Shazeer, Noam",
      "Mirhoseini, Azalia",
      "Maziarz, Krzysztof",
      "Davis, Andy",
      "Le, Quoc",
      "Hinton, Geoffrey",
      "Dean, Jeff"
    ],
    "title": "Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer",
    "container": null,
    "year": 2017,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://arxiv.org/abs/1701.06538",
    "publisher": null,
    "verification_source": "arXiv API (id 1701.06538, 2017-01-23)",
    "verified": true,
    "notes": "Commonly cited as ICLR 2017; the ICLR venue could not be verified (OpenReview and DBLP blocked, Semantic Scholar rate-limited), so cited as the arXiv preprint."
  },
  {
    "key": "rangapuram2018dssm",
    "type": "inproceedings",
    "authors": [
      "Rangapuram, Syama Sundar",
      "Seeger, Matthias W.",
      "Gasthaus, Jan",
      "Stella, Lorenzo",
      "Wang, Yuyang",
      "Januschowski, Tim"
    ],
    "title": "Deep State Space Models for Time Series Forecasting",
    "container": "Advances in Neural Information Processing Systems 31 (NeurIPS 2018)",
    "year": 2018,
    "volume": null,
    "issue": null,
    "pages": null,
    "doi": null,
    "url": "https://proceedings.neurips.cc/paper/2018/hash/5cf68969fb67aa6082363a6d4e6468e2-Abstract.html",
    "publisher": null,
    "verification_source": "proceedings.neurips.cc abstract page (fetched 2026-10-21)",
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    "notes": ""
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  {
    "key": "debezenac2020nkf",
    "type": "inproceedings",
    "authors": [
      "de Bézenac, Emmanuel",
      "Rangapuram, Syama Sundar",
      "Benidis, Konstantinos",
      "Bohlke-Schneider, Michael",
      "Kurle, Richard",
      "Stella, Lorenzo",
      "Hasson, Hilaf",
      "Gallinari, Patrick",
      "Januschowski, Tim"
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    "title": "Normalizing Kalman Filters for Multivariate Time Series Analysis",
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      "Sontag, David"
    ],
    "title": "Structured Inference Networks for Nonlinear State Space Models",
    "container": "Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)",
    "year": 2017,
    "volume": "31",
    "issue": "1",
    "pages": null,
    "doi": "10.1609/aaai.v31i1.10779",
    "url": "https://doi.org/10.1609/aaai.v31i1.10779",
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    "authors": [
      "Diebold, Francis X.",
      "Mariano, Roberto S."
    ],
    "title": "Comparing Predictive Accuracy",
    "container": "Journal of Business & Economic Statistics",
    "year": 1995,
    "volume": "13",
    "issue": "3",
    "pages": "253--263",
    "doi": "10.1080/07350015.1995.10524599",
    "url": "https://doi.org/10.1080/07350015.1995.10524599",
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      "Leybourne, Stephen",
      "Newbold, Paul"
    ],
    "title": "Testing the equality of prediction mean squared errors",
    "container": "International Journal of Forecasting",
    "year": 1997,
    "volume": "13",
    "issue": "2",
    "pages": "281--291",
    "doi": "10.1016/s0169-2070(96)00719-4",
    "url": "https://doi.org/10.1016/s0169-2070(96)00719-4",
    "publisher": "Elsevier BV",
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      "Giacomini, Raffaella",
      "White, Halbert"
    ],
    "title": "Tests of Conditional Predictive Ability",
    "container": "Econometrica",
    "year": 2006,
    "volume": "74",
    "issue": "6",
    "pages": "1545--1578",
    "doi": "10.1111/j.1468-0262.2006.00718.x",
    "url": "https://doi.org/10.1111/j.1468-0262.2006.00718.x",
    "publisher": "The Econometric Society",
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    "type": "article",
    "authors": [
      "Hansen, Peter R.",
      "Lunde, Asger",
      "Nason, James M."
    ],
    "title": "The Model Confidence Set",
    "container": "Econometrica",
    "year": 2011,
    "volume": "79",
    "issue": "2",
    "pages": "453--497",
    "doi": "10.3982/ECTA5771",
    "url": "https://doi.org/10.3982/ECTA5771",
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    "authors": [
      "Clark, Todd E",
      "McCracken, Michael W"
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    "title": "Tests of equal forecast accuracy and encompassing for nested models",
    "container": "Journal of Econometrics",
    "year": 2001,
    "volume": "105",
    "issue": "1",
    "pages": "85--110",
    "doi": "10.1016/s0304-4076(01)00071-9",
    "url": "https://doi.org/10.1016/s0304-4076(01)00071-9",
    "publisher": "Elsevier BV",
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      "McCracken, Michael"
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    "title": "Advances in Forecast Evaluation",
    "container": "Handbook of Economic Forecasting, Volume 2B",
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    "volume": "2",
    "issue": null,
    "pages": "1107--1201",
    "doi": "10.1016/b978-0-444-62731-5.00020-8",
    "url": "https://doi.org/10.1016/b978-0-444-62731-5.00020-8",
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  {
    "key": "west1996asymptotic",
    "type": "article",
    "authors": [
      "West, Kenneth D."
    ],
    "title": "Asymptotic Inference about Predictive Ability",
    "container": "Econometrica",
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    "volume": "64",
    "issue": "5",
    "pages": "1067--1084",
    "doi": "10.2307/2171956",
    "url": "https://doi.org/10.2307/2171956",
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    "type": "article",
    "authors": [
      "Hyndman, Rob J.",
      "Koehler, Anne B."
    ],
    "title": "Another look at measures of forecast accuracy",
    "container": "International Journal of Forecasting",
    "year": 2006,
    "volume": "22",
    "issue": "4",
    "pages": "679--688",
    "doi": "10.1016/j.ijforecast.2006.03.001",
    "url": "https://doi.org/10.1016/j.ijforecast.2006.03.001",
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    "type": "article",
    "authors": [
      "Politis, Dimitris N.",
      "Romano, Joseph P."
    ],
    "title": "The Stationary Bootstrap",
    "container": "Journal of the American Statistical Association",
    "year": 1994,
    "volume": "89",
    "issue": "428",
    "pages": "1303--1313",
    "doi": "10.1080/01621459.1994.10476870",
    "url": "https://doi.org/10.1080/01621459.1994.10476870",
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    "authors": [
      "Künsch, Hans R."
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    "title": "The Jackknife and the Bootstrap for General Stationary Observations",
    "container": "The Annals of Statistics",
    "year": 1989,
    "volume": "17",
    "issue": "3",
    "pages": "1217--1241",
    "doi": "10.1214/aos/1176347265",
    "url": "https://doi.org/10.1214/aos/1176347265",
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    "key": "diebold2015twenty",
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    "title": "Comparing Predictive Accuracy, Twenty Years Later: A Personal Perspective on the Use and Abuse of Diebold–Mariano Tests",
    "container": "Journal of Business & Economic Statistics",
    "year": 2015,
    "volume": "33",
    "issue": "1",
    "pages": null,
    "doi": "10.1080/07350015.2014.983236",
    "url": "https://doi.org/10.1080/07350015.2014.983236",
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    "key": "timmermann2006combinations",
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    "authors": [
      "Timmermann, Allan"
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    "title": "Forecast Combinations",
    "container": "Handbook of Economic Forecasting, Volume 1",
    "year": 2006,
    "volume": "1",
    "issue": null,
    "pages": "135--196",
    "doi": "10.1016/s1574-0706(05)01004-9",
    "url": "https://doi.org/10.1016/s1574-0706(05)01004-9",
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    "key": "batesgranger1969combination",
    "type": "article",
    "authors": [
      "Bates, J. M.",
      "Granger, C. W. J."
    ],
    "title": "The Combination of Forecasts",
    "container": "Journal of the Operational Research Society",
    "year": 1969,
    "volume": "20",
    "issue": "4",
    "pages": "451--468",
    "doi": "10.1057/jors.1969.103",
    "url": "https://doi.org/10.1057/jors.1969.103",
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    "key": "stockwatson2002principal",
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      "Stock, James H",
      "Watson, Mark W"
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    "container": "Journal of the American Statistical Association",
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    "volume": "97",
    "issue": "460",
    "pages": "1167--1179",
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    "container": "Journal of Business & Economic Statistics",
    "year": 2002,
    "volume": "20",
    "issue": "2",
    "pages": "147--162",
    "doi": "10.1198/073500102317351921",
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      "Reichlin, Lucrezia"
    ],
    "title": "Large Bayesian vector auto regressions",
    "container": "Journal of Applied Econometrics",
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    "issue": "1",
    "pages": "71--92",
    "doi": "10.1002/jae.1137",
    "url": "https://doi.org/10.1002/jae.1137",
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    "issue": "1",
    "pages": "25--38",
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    "url": "https://doi.org/10.1080/07350015.1986.10509491",
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      "Lee, Su-In"
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    "issue": null,
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      "Prutkin, Jordan M.",
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      "Katz, Ronit",
      "Himmelfarb, Jonathan",
      "Bansal, Nisha",
      "Lee, Su-In"
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    "title": "From local explanations to global understanding with explainable AI for trees",
    "container": "Nature Machine Intelligence",
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    "volume": "2",
    "issue": "1",
    "pages": "56--67",
    "doi": "10.1038/s42256-019-0138-9",
    "url": "https://doi.org/10.1038/s42256-019-0138-9",
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      "Apley, Daniel W.",
      "Zhu, Jingyu"
    ],
    "title": "Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models",
    "container": "Journal of the Royal Statistical Society: Series B (Statistical Methodology)",
    "year": 2020,
    "volume": "82",
    "issue": "4",
    "pages": "1059--1086",
    "doi": "10.1111/rssb.12377",
    "url": "https://doi.org/10.1111/rssb.12377",
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    "notes": ""
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  {
    "key": "friedman2001gbm",
    "type": "article",
    "authors": [
      "Friedman, Jerome H."
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    "title": "Greedy function approximation: A gradient boosting machine",
    "container": "The Annals of Statistics",
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    "volume": "29",
    "issue": "5",
    "pages": "1189--1232",
    "doi": "10.1214/aos/1013203451",
    "url": "https://doi.org/10.1214/aos/1013203451",
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    "notes": ""
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    "type": "article",
    "authors": [
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    "container": "Machine Learning",
    "year": 2001,
    "volume": "45",
    "issue": "1",
    "pages": "5--32",
    "doi": "10.1023/a:1010933404324",
    "url": "https://doi.org/10.1023/a:1010933404324",
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      "Chen, Tianqi",
      "Guestrin, Carlos"
    ],
    "title": "XGBoost: A Scalable Tree Boosting System",
    "container": "Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '16)",
    "year": 2016,
    "volume": null,
    "issue": null,
    "pages": "785--794",
    "doi": "10.1145/2939672.2939785",
    "url": "https://doi.org/10.1145/2939672.2939785",
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      "Dorogush, Anna Veronika",
      "Gulin, Andrey"
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    "title": "CatBoost: unbiased boosting with categorical features",
    "container": "Advances in Neural Information Processing Systems 31 (NeurIPS 2018)",
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    "issue": null,
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    "key": "heckman1979selection",
    "type": "article",
    "authors": [
      "Heckman, James J."
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    "title": "Sample Selection Bias as a Specification Error",
    "container": "Econometrica",
    "year": 1979,
    "volume": "47",
    "issue": "1",
    "pages": "153--161",
    "doi": "10.2307/1912352",
    "url": "https://doi.org/10.2307/1912352",
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      "Jud, Donald",
      "Seaks, Terry"
    ],
    "title": "Sample Selection Bias in Estimating Housing Sales Prices",
    "container": "Journal of Real Estate Research",
    "year": 1994,
    "volume": "9",
    "issue": "3",
    "pages": "289--298",
    "doi": "10.1080/10835547.1994.12090753",
    "url": "https://doi.org/10.1080/10835547.1994.12090753",
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      "Slade, Barrett A."
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    "title": "An Empirical Study of Sample-Selection Bias in Indices of Commercial Real Estate",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2000,
    "volume": "21",
    "issue": "1",
    "pages": "45--64",
    "doi": "10.1023/a:1007861303058",
    "url": "https://doi.org/10.1023/a:1007861303058",
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      "Morales, Eduardo",
      "Nathanson, Charles G."
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    "title": "Housing dynamics: An urban approach",
    "container": "Journal of Urban Economics",
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    "issue": null,
    "pages": "45--56",
    "doi": "10.1016/j.jue.2014.02.003",
    "url": "https://doi.org/10.1016/j.jue.2014.02.003",
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      "Sun, Hongfei"
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    "title": "Search, Liquidity, and the Dynamics of House Prices and Construction",
    "container": "American Economic Review",
    "year": 2014,
    "volume": "104",
    "issue": "4",
    "pages": "1172--1210",
    "doi": "10.1257/aer.104.4.1172",
    "url": "https://doi.org/10.1257/aer.104.4.1172",
    "publisher": "American Economic Association",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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  },
  {
    "key": "guren2018momentum",
    "type": "article",
    "authors": [
      "Guren, Adam M."
    ],
    "title": "House Price Momentum and Strategic Complementarity",
    "container": "Journal of Political Economy",
    "year": 2018,
    "volume": "126",
    "issue": "3",
    "pages": "1172--1218",
    "doi": "10.1086/697207",
    "url": "https://doi.org/10.1086/697207",
    "publisher": "University of Chicago Press",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
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  },
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    "key": "berachaskiba2011momentum",
    "type": "article",
    "authors": [
      "Beracha, Eli",
      "Skiba, Hilla"
    ],
    "title": "Momentum in Residential Real Estate",
    "container": "The Journal of Real Estate Finance and Economics",
    "year": 2011,
    "volume": "43",
    "issue": "3",
    "pages": "299--320",
    "doi": "10.1007/s11146-009-9210-2",
    "url": "https://doi.org/10.1007/s11146-009-9210-2",
    "publisher": "Springer Science and Business Media LLC",
    "verification_source": "Crossref API (https://api.crossref.org/works/<DOI>), 2026-10-21",
    "verified": true,
    "notes": "Online 2009; print issue 43(3), October 2011."
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    "key": "titman2014dynamics",
    "type": "article",
    "authors": [
      "Titman, Sheridan",
      "Wang, Ko",
      "Yang, Jing"
    ],
    "title": "The Dynamics of Housing Prices",
    "container": "Journal of Real Estate Research",
    "year": 2014,
    "volume": "36",
    "issue": "3",
    "pages": "283--318",
    "doi": "10.1080/10835547.2014.12091394",
    "url": "https://doi.org/10.1080/10835547.2014.12091394",
    "publisher": "Informa UK Limited",
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    "notes": "Requested as JREFE; published in Journal of Real Estate Research 36(3)."
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  {
    "key": "capozza2004anatomy",
    "type": "article",
    "authors": [
      "Capozza, Dennis R.",
      "Hendershott, Patric H.",
      "Mack, Charlotte"
    ],
    "title": "An Anatomy of Price Dynamics in Illiquid Markets: Analysis and Evidence from Local Housing Markets",
    "container": "Real Estate Economics",
    "year": 2004,
    "volume": "32",
    "issue": "1",
    "pages": "1--32",
    "doi": "10.1111/j.1080-8620.2004.00082.x",
    "url": "https://doi.org/10.1111/j.1080-8620.2004.00082.x",
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