Coupled Supply and Demand Forecasting in Platform Accommodation Markets
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- Diebold, Francis X & Gunther, Todd A & Tay, Anthony S, 1998. "Evaluating Density Forecasts with Applications to Financial Risk Management," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 863-883, November.
- Cró, Susana & Martins, António Miguel, 2017. "Structural breaks in international tourism demand: Are they caused by crises or disasters?," Tourism Management, Elsevier, vol. 63(C), pages 3-9.
- Gérard P. Cachon & Kaitlin M. Daniels & Ruben Lobel, 2017. "The Role of Surge Pricing on a Service Platform with Self-Scheduling Capacity," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 368-384, July.
- Katz, Harrison & Brusch, Kai Thomas & Weiss, Robert E., 2024. "A Bayesian Dirichlet auto-regressive moving average model for forecasting lead times," International Journal of Forecasting, Elsevier, vol. 40(4), pages 1556-1567.
- Petra Kynčlová & Peter Filzmoser & Karel Hron, 2015. "Modeling Compositional Time Series with Vector Autoregressive Models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 34(4), pages 303-314, July.
- E. Glen Weyl, 2010. "A Price Theory of Multi-sided Platforms," American Economic Review, American Economic Association, vol. 100(4), pages 1642-1672, September.
- Katarzyna Maciejowska & Weronika Nitka, 2024. "Multiple split approach -- multidimensional probabilistic forecasting of electricity markets," Papers 2407.07795, arXiv.org.
- Duso, Tomaso & Michelsen, Claus & Schaefer, Maximilian & Tran, Kevin Ducbao, 2024.
"Airbnb and rental markets: Evidence from Berlin,"
Regional Science and Urban Economics, Elsevier, vol. 106(C).
- Tomaso Duso & Claus Michelsen & Maximilian Schäfer & Kevin Ducbao Tran, 2021. "Airbnb and Rental Markets: Evidence from Berlin," Bristol Economics Discussion Papers 21/746, School of Economics, University of Bristol, UK.
- Tomaso Duso & Claus Michelsen & Maximilian Schäfer & Kevin Ducbao Tran, 2024. "Airbnb and rental markets: evidence from Berlin," Post-Print hal-04551670, HAL.
- Duso, Tomaso & Michelsen, Claus & Schaefer, Maximilian & Tran, Kevin, 2021. "Airbnb and Rental Markets: Evidence from Berlin," CEPR Discussion Papers 16150, C.E.P.R. Discussion Papers.
- Tomaso Duso & Claus Michelsen & Maximilian Schäfer & Kevin Ducbao Tran, 2021. "Airbnb and Rental Markets: Evidence from Berlin," CESifo Working Paper Series 9089, CESifo.
- Martín-Fernández, J.A. & Hron, K. & Templ, M. & Filzmoser, P. & Palarea-Albaladejo, J., 2012. "Model-based replacement of rounded zeros in compositional data: Classical and robust approaches," Computational Statistics & Data Analysis, Elsevier, vol. 56(9), pages 2688-2704.
- Jian Jia & Ginger Zhe Jin & Liad Wagman, 2021. "Platform as a Rule-Maker: Evidence from Airbnb's Cancellation Policies," NBER Working Papers 28878, National Bureau of Economic Research, Inc.
- Georges Casamatta & Sauveur Giannoni & Daniel Brunstein & Johan Jouve, 2022. "Host type and pricing on Airbnb: Seasonality and perceived market power," Post-Print hal-03250484, HAL.
- Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
- Yang Wang & Mark Livingston & David P McArthur & Nick Bailey, 2024. "Enhancing our understanding of short-term rental activity: A daily scrape-based approach for Airbnb listings," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-18, February.
- Mark Armstrong, 2006.
"Competition in two‐sided markets,"
RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
- Mark Armstrong, 2005. "Competition in Two-Sided Markets," Industrial Organization 0505009, University Library of Munich, Germany.
- Susan Athey & Guido W. Imbens, 2017.
"The State of Applied Econometrics: Causality and Policy Evaluation,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
- Jean‐Charles Rochet & Jean Tirole, 2006.
"Two‐sided markets: a progress report,"
RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
- Rochet, Jean-Charles & Tirole, Jean, 2005. "Two-Sided Markets : A Progress Report," IDEI Working Papers 275, Institut d'Économie Industrielle (IDEI), Toulouse.
- Jean Tirole & Jean-Charles Rochet, 2006. "Two-Sided Markets : A Progress Report," Post-Print hal-00173715, HAL.
- Timmermann, Allan, 2006.
"Forecast Combinations,"
Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 4, pages 135-196,
Elsevier.
- Timmermann, Allan, 2005. "Forecast Combinations," CEPR Discussion Papers 5361, C.E.P.R. Discussion Papers.
- Marco Aiolfi & Carlos Capistrán & Allan Timmermann, 2010. "Forecast Combinations," CREATES Research Papers 2010-21, Department of Economics and Business Economics, Aarhus University.
- Aiolfi Marco & Capistrán Carlos & Timmermann Allan, 2010. "Forecast Combinations," Working Papers 2010-04, Banco de México.
- Abrate, Graziano & Sainaghi, Ruggero & Mauri, Aurelio G., 2022. "Dynamic pricing in Airbnb: Individual versus professional hosts," Journal of Business Research, Elsevier, vol. 141(C), pages 191-199.
- Sam Allen & Jonathan Koh & Johan Segers & Johanna Ziegel, 2025. "Tail Calibration of Probabilistic Forecasts," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 120(552), pages 2796-2808, October.
- Zheng, Tingguo & Chen, Rong, 2017. "Dirichlet ARMA models for compositional time series," Journal of Multivariate Analysis, Elsevier, vol. 158(C), pages 31-46.
- Jushan Bai & Pierre Perron, 2003.
"Computation and analysis of multiple structural change models,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
- BAI, Jushan & PERRON, Pierre, 1998. "Computation and Analysis of Multiple Structural-Change Models," Cahiers de recherche 9807, Universite de Montreal, Departement de sciences economiques.
- Tom Doan, 2025. "MULTIPLEBREAKS: RATS procedure to perform multiple structural change analysis," Statistical Software Components RTS00138, Boston College Department of Economics.
- Tom Doan, 2025. "RATS programs to replicate examples of Bai-Perron procedure," Statistical Software Components RTZ00008, Boston College Department of Economics.
- Tom Doan, 2025. "BAIPERRON: RATS procedure to perform Bai-Perron Test for Multiple Structural Changes," Statistical Software Components RTS00013, Boston College Department of Economics.
- Capistrán, Carlos & Timmermann, Allan, 2009.
"Forecast Combination With Entry and Exit of Experts,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 428-440.
- Timmermann Allan & Capistrán Carlos, 2006. "Forecast Combination with Entry and Exit of Experts," Working Papers 2006-08, Banco de México.
- Carlos Capistrán & Allan Timmermann, 2008. "Forecast Combination With Entry and Exit of Experts," CREATES Research Papers 2008-55, Department of Economics and Business Economics, Aarhus University.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-263, July.
- Francis X. Diebold & Roberto S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
- Tom Doan, 2025. "DMARIANO: RATS procedure to compute Diebold-Mariano Forecast Comparison Test," Statistical Software Components RTS00055, Boston College Department of Economics.
- Thomas Lux & Michele Marchesi, 1999. "Scaling and criticality in a stochastic multi-agent model of a financial market," Nature, Nature, vol. 397(6719), pages 498-500, February.
- Jean-Charles Rochet & Jean Tirole, 2003.
"Platform Competition in Two-Sided Markets,"
Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
- Rochet, Jean-Charles & Triole, Jean, 2002. "Platform competition in two sided markets," LSE Research Online Documents on Economics 24929, London School of Economics and Political Science, LSE Library.
- Rochet, Jean-Charles & Tirole, Jean, 2003. "Platform Competition in Two-Sided Markets," IDEI Working Papers 152, Institut d'Économie Industrielle (IDEI), Toulouse.
- Jean-Charles Rochet & Jean Triole, 2002. "Platform Competition in Two Sided Markets," FMG Discussion Papers dp409, Financial Markets Group.
- Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2004.
"The MIDAS Touch: Mixed Data Sampling Regression Models,"
CIRANO Working Papers
2004s-20, CIRANO.
- Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2004. "The MIDAS Touch: Mixed Data Sampling Regression Models," University of California at Los Angeles, Anderson Graduate School of Management qt9mf223rs, Anderson Graduate School of Management, UCLA.
- Allen, Sam & Koh, Jonathan & Segers, Johan & Ziegel, Johanna, 2025. "Tail calibration of probabilistic forecasts," LIDAM Reprints ISBA 2025010, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Lim, Bryan & Arık, Sercan Ö. & Loeff, Nicolas & Pfister, Tomas, 2021. "Temporal Fusion Transformers for interpretable multi-horizon time series forecasting," International Journal of Forecasting, Elsevier, vol. 37(4), pages 1748-1764.
- Terence Mills, 2010. "Forecasting compositional time series," Quality & Quantity: International Journal of Methodology, Springer, vol. 44(4), pages 673-690, June.
- Harrison Katz, 2026. "Directional-Shift Dirichlet ARMA Models for Compositional Time Series with Structural Break Intervention," Papers 2601.16821, arXiv.org, revised Apr 2026.
- Gneiting, Tilmann & Raftery, Adrian E., 2007. "Strictly Proper Scoring Rules, Prediction, and Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 359-378, March.
- Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
- Arnold Overwater & Neil Yorke-Smith, 2022. "Agent-based simulation of short-term peer-to-peer rentals: Evidence from the Amsterdam housing market," Environment and Planning B, , vol. 49(1), pages 223-240, January.
- Chiara Farronato & Andrey Fradkin, 2022. "The Welfare Effects of Peer Entry: The Case of Airbnb and the Accommodation Industry," American Economic Review, American Economic Association, vol. 112(6), pages 1782-1817, June.
- Koster, Hans R.A. & van Ommeren, Jos & Volkhausen, Nicolas, 2021.
"Short-term rentals and the housing market: Quasi-experimental evidence from Airbnb in Los Angeles,"
Journal of Urban Economics, Elsevier, vol. 124(C).
- Koster, Hans & van Ommeren, Jos & Volhausen, Nicolas, 2018. "Short-term rentals and the housing market: Quasi-experimental evidence from Airbnb in Los Angeles," CEPR Discussion Papers 13094, C.E.P.R. Discussion Papers.
- Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995.
"Automobile Prices in Market Equilibrium,"
Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
- Steven Berry & James Levinsohn & Ariel Pakes, 1993. "Automobile Prices in Market Equilibrium: Part I and II," NBER Working Papers 4264, National Bureau of Economic Research, Inc.
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This paper has been announced in the following NEP Reports:- NEP-COM-2026-03-23 (Industrial Competition)
- NEP-DES-2026-03-23 (Economic Design)
- NEP-FOR-2026-03-23 (Forecasting)
- NEP-TUR-2026-03-23 (Tourism Economics)
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