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Best practices for differentiated products demand estimation with PyBLP

Citations

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Cited by:

  1. Matteo Bobba & Tim Ederer & Gianmarco León-Ciliotta & Christopher A. Neilson & Marco Nieddu, 2021. "Teacher compensation and structural inequality: Evidence from centralized teacher school choice in Perú," Economics Working Papers 1788, Department of Economics and Business, Universitat Pompeu Fabra.
  2. Takeshi Fukasawa, 2022. "The Biases in Applying Static Demand Models under Dynamic Demand," Discussion Paper Series DP2022-18, Research Institute for Economics & Business Administration, Kobe University, revised Jul 2022.
  3. Montag, Felix, 2022. "Mergers, Foreign Entry, and Jobs: Evidence from the U.S. Appliance Industry," CEPREMAP Working Papers (Docweb) 2207, CEPREMAP.
  4. Takeshi Fukasawa, 2024. "Simple method for efficiently solving dynamic models with continuous actions using policy gradient," Papers 2407.04227, arXiv.org.
  5. Limin Fang, 2022. "The Effects of Online Review Platforms on Restaurant Revenue, Consumer Learning, and Welfare," Management Science, INFORMS, vol. 68(11), pages 8116-8143, November.
  6. Miravete, Eugenio J. & Seim, Katja & Thurk, Jeff, 2023. "Pass-through and tax incidence in differentiated product markets," International Journal of Industrial Organization, Elsevier, vol. 90(C).
  7. Mayer, Thierry & Head, Keith, 2021. "Poor Substitutes? Counterfactual methods in IO and Trade compared," CEPR Discussion Papers 16762, C.E.P.R. Discussion Papers.
  8. Christopher Conlon & Julie Holland Mortimer, 2021. "Empirical properties of diversion ratios," RAND Journal of Economics, RAND Corporation, vol. 52(4), pages 693-726, December.
  9. Mogens Fosgerau & Julien Monardo & André de Palma, 2024. "The Inverse Product Differentiation Logit Model," American Economic Journal: Microeconomics, American Economic Association, vol. 16(4), pages 329-370, November.
  10. Dearing, Adam, 2022. "Estimating structural demand and supply models using tax rates as instruments," Journal of Public Economics, Elsevier, vol. 205(C).
  11. Philip G. Gayle & Ying Lin, 2022. "Market effects of new product introduction: Evidence from the brew‐at‐home coffee market," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 525-557, August.
  12. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Incorporating Search and Sales Information in Demand Estimation," Cowles Foundation Discussion Papers 2313R1, Cowles Foundation for Research in Economics, Yale University, revised Mar 2023.
  13. Pál, László & Sándor, Zsolt, 2023. "Comparing procedures for estimating random coefficient logit demand models with a special focus on obtaining global optima," International Journal of Industrial Organization, Elsevier, vol. 88(C).
  14. Douglas C. Turner, 2022. "Access pricing regulation in the U.S. domestic aviation industry," Journal of Regulatory Economics, Springer, vol. 62(1), pages 24-46, December.
  15. Julian Hidalgo & Michelle Sovinsky, 2023. "Internet (Power) to the People: How to Bridge the Digital Divide," CRC TR 224 Discussion Paper Series crctr224_2023_461, University of Bonn and University of Mannheim, Germany.
  16. Pesendorfer, Martin & Schiraldi, Pasquale & Silva-Junior, Daniel, 2023. "Omitted budget constraint bias in discrete-choice demand models," International Journal of Industrial Organization, Elsevier, vol. 86(C).
  17. Dubois, Pierre & Gandhi, Ashvin & Vasserman, Shoshana, 2022. "Bargaining and International Reference Pricing in the Pharmaceutical Industry," Research Papers 3889, Stanford University, Graduate School of Business.
  18. Linn, Joshua, 2023. "Emissions Standards and Electric Vehicle Targets for Passenger Vehicles," RFF Working Paper Series 23-05, Resources for the Future.
  19. Wang, Ao, 2021. "A BLP Demand Model of Product-Level Market Shares with Complementarity," The Warwick Economics Research Paper Series (TWERPS) 1351, University of Warwick, Department of Economics.
  20. Fournel, Jean-François, 2023. "Electric Vehicle Subsidies: Cost-Effectiveness and Emission Reductions," TSE Working Papers 23-1465, Toulouse School of Economics (TSE).
  21. Felix Montag, 2023. "Mergers, Foreign Competition, and Jobs: Evidence from the U.S. Appliance Industry," Rationality and Competition Discussion Paper Series 413, CRC TRR 190 Rationality and Competition.
  22. Greg Lewis & Bora Ozaltun & Georgios Zervas, 2021. "Maximum Likelihood Estimation of Differentiated Products Demand Systems," Papers 2111.12397, arXiv.org.
  23. Lu, Zhentong & Shi, Xiaoxia & Tao, Jing, 2023. "Semi-nonparametric estimation of random coefficients logit model for aggregate demand," Journal of Econometrics, Elsevier, vol. 235(2), pages 2245-2265.
  24. Luo, Jinjing & Moschini, GianCarlo & Perry, Edward D., 2023. "Switching costs in the US seed industry: Technology adoption and welfare impacts," International Journal of Industrial Organization, Elsevier, vol. 89(C).
  25. Ma, Meilin & Liu, Yunjuan, 2020. "Processor-Retailer Markup and Pricing Decision: Insights from the U.S. Beef Market 2011-16," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304350, Agricultural and Applied Economics Association.
  26. Jean-Jacques Forneron & Liang Zhong, 2023. "Convexity Not Required: Estimation of Smooth Moment Condition Models," Papers 2304.14386, arXiv.org.
  27. Kandelhardt, Johannes, 2023. "Flexible estimation of random coefficient logit models of differentiated product demand," DICE Discussion Papers 399, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  28. Andrew Chia, 2021. "Automatically Differentiable Random Coefficient Logistic Demand Estimation," Papers 2106.04636, arXiv.org.
  29. Nan Chen & Zemin (Zachary) Zhong, 2024. "History and Country-of-Origin Effects," Marketing Science, INFORMS, vol. 43(1), pages 192-212, January.
  30. Steven T. Berry & Philip A. Haile, 2021. "Foundations of Demand Estimation," NBER Working Papers 29305, National Bureau of Economic Research, Inc.
  31. Kirill Safonov, 2024. "Neural Network Approach to Demand Estimation and Dynamic Pricing in Retail," Papers 2412.00920, arXiv.org, revised Dec 2024.
  32. Takeshi Fukasawa, 2024. "Fast and simple inner-loop algorithms of static / dynamic BLP estimations," Papers 2404.04494, arXiv.org, revised Oct 2024.
  33. Matthew Backus & Christopher Conlon & Michael Sinkinson, 2021. "Common Ownership and Competition in the Ready-to-Eat Cereal Industry," NBER Working Papers 28350, National Bureau of Economic Research, Inc.
  34. Øyvind Thomassen & Howard Smith & Stephan Seiler & Pasquale Schiraldi, 2017. "Multi-category Competition and Market Power: A Model of Supermarket Pricing," American Economic Review, American Economic Association, vol. 107(8), pages 2308-2351, August.
  35. Christopher A. Neilson, 2021. "Targeted Vouchers, Competition Among Schools, and the Academic Achievement of Poor Students," Working Papers 2021-48, Princeton University. Economics Department..
  36. Brett Hollenbeck & Kosuke Uetake, 2021. "Taxation and market power in the legal marijuana industry," RAND Journal of Economics, RAND Corporation, vol. 52(3), pages 559-595, September.
  37. Wang, Ao, 2023. "Sieve BLP: A semi-nonparametric model of demand for differentiated products," Journal of Econometrics, Elsevier, vol. 235(2), pages 325-351.
  38. Montag, Felix, 2023. "Mergers, foreign competition, and jobs: Evidence from the U.S. appliance industry," Working Papers 326, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
  39. Felix Montag, 2023. "Mergers, Foreign Competition, and Jobs: Evidence from the U.S. Appliance Industry," Rationality and Competition Discussion Paper Series 378, CRC TRR 190 Rationality and Competition.
  40. Tatsuya Abe, 2022. "Welfare Effects of Fuel Tax and Feebate Policies in the Japanese New Car Market," Working Papers e172, Tokyo Center for Economic Research.
  41. Mogens Fosgerauy & Julien Monardoz & André de Palma, 2023. "The Inverse Product Differentiation LogitModel," THEMA Working Papers 2023-17, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  42. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312R4, Cowles Foundation for Research in Economics, Yale University, revised Jun 2023.
  43. Huo, Jinghai & Dua, Rubal & Bansal, Prateek, 2024. "Inverse product differentiation logit model: Holy grail or not?," Energy Economics, Elsevier, vol. 131(C).
  44. Pesendorfer, Martin & Schiraldi, Pasquale & Silva-Junior, Daniel, 2023. "Omitted budget constraint bias in discrete-choice demand models," LSE Research Online Documents on Economics 117353, London School of Economics and Political Science, LSE Library.
  45. Osbat, Chiara & Conflitti, Cristina & Eiglsperger, Martin & Goldhammer, Bernhard & Kuik, Friderike & Menz, Jan-Oliver & Rumler, Fabio & Moreno, Marta Saez & Segers, Lina & Wieland, Elisabeth & Bellocc, 2023. "Measuring inflation with heterogeneous preferences, taste shifts and product innovation: methodological challenges and evidence from microdata," Occasional Paper Series 323, European Central Bank.
  46. Doi, Naoshi, 2022. "A simple method to estimate discrete-type random coefficients logit models," International Journal of Industrial Organization, Elsevier, vol. 81(C).
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