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They are among us: Pricing behavior of algorithms in the field. (2022). Wiewiorra, Lukas ; Marques-Magalhaes, Katrin ; Fourberg, Niklas.
In: WIK Working Papers.
RePEc:zbw:wikwps:6.

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  1. — and — (2017). Artificial intelligence & collusion: When computers inhibit competition.
    Paper not yet in RePEc: Add citation now
  2. ApoGroup (2022). ApoGroup online retail pharmacies. https://group-apo.com/de/ online-apotheken/, accessed: 2022-12-19.
    Paper not yet in RePEc: Add citation now
  3. Assad, S., Clark, R., Ershov, D. and Xu, L. (2020). Algorithmic pricing and competition: Empirical evidence from the german retail gasoline market.

  4. Billiger.de (2022). Price comparison list. https://www.billiger.de/pricelist/, accessed: 2022-12-16.
    Paper not yet in RePEc: Add citation now
  5. British Competition and Markets Authority (2018). Pricing Algorithms: Economic Working Paper on the Use of Algorithms to Facilitate Collusion and Personalised Pricing. Tech. rep.
    Paper not yet in RePEc: Add citation now
  6. British Competition and Markets Authority (2021). Algorithms: How They Can Reduce Competition and Harm Consumers. Tech. rep.
    Paper not yet in RePEc: Add citation now
  7. Brown, Z. Y. and MacKay, A. (2021). Competition in pricing algorithms. NBER - Working Paper No. 28860.

  8. Bundeskartellamt and Autorité de la Concurrence (2019). Algorithms and Competition. Discussion Paper. Tech. rep.
    Paper not yet in RePEc: Add citation now
  9. Busse, M. R., Knittel, C. R. and Zettelmeyer, F. (2013). Are consumers myopic? evidence from new and used car purchases. American Economic Review, 103 (1), 220–56.

  10. Byrne, D. P. and De Roos, N. (2019). Learning to coordinate: A study in retail gasoline. American Economic Review, 109 (2), 591–619.

  11. Calvano, E., Calzolari, G., Denicolo, V. and Pastorello, S. (2020). Artificial intelligence, algorithmic pricing, and collusion. American Economic Review, 110 (10), 3267–97.

  12. Cavallo, A. (2017). Are online and offline prices similar? evidence from large multichannel retailers. American Economic Review, 107 (1), 283–303.

  13. ChannelAdvisor (2022). ChannelAdvisor pricing manager. https://www.channeladvisor.com/resources/library-webinars/ channeladvisor-price-manager/, accessed: 2022-12-16.
    Paper not yet in RePEc: Add citation now
  14. EU Commission (2017). Final Report on the E-commerce Sector Inquiry. Tech. rep., Technical report, European Commission, Brussels.
    Paper not yet in RePEc: Add citation now
  15. Ezrachi, A. and Stucke, M. E. (2016). Virtual competition.
    Paper not yet in RePEc: Add citation now
  16. Gabaix, X. and Laibson, D. (2006). Shrouded attributes, consumer myopia, and information suppression in competitive markets. The Quarterly Journal of Economics, 121 (2), 505–540.

  17. Gorodnichenko, Y. and Talavera, O. (2017). Price setting in online markets: Basic facts, international comparisons, and cross-border integration. American Economic Review, 107 (1), 249–82.

  18. Harrington, J. (2020). Third party pricing algorithms and the intensity of competition. Available at SSRN.
    Paper not yet in RePEc: Add citation now
  19. Harrington, J. E. (2018). Developing competition law for collusion by autonomous artificial agents. Journal of Competition Law & Economics, 14 (3), 331–363.

  20. Haucap, J. (2021). Mögliche Wohlfahrtswirkungen eines Einsatzes von Algorithmen. 109, DICE Ordnungspolitische Perspektiven.
    Paper not yet in RePEc: Add citation now
  21. Hicks, J. R. et al. (1986). A revision of demand theory. OUP Catalogue.

  22. Hotelling, H. (1938). The general welfare in relation to problems of taxation and of railway and utility rates. Econometrica, pp. 242–269.
    Paper not yet in RePEc: Add citation now
  23. IntelligenceNode (2022). IntelligenceNode pricing products. https://www. intelligencenode.com/products/, accessed: 2022-12-16.
    Paper not yet in RePEc: Add citation now
  24. Klein, T. (2021). Autonomous algorithmic collusion: Q-learning under sequential pricing. The RAND Journal of Economics, 52 (3), 538–558.

  25. Klenow, P. J. and Malin, B. A. (2010). Microeconomic evidence on price-setting. In Handbook of monetary economics, vol. 3, Elsevier, pp. 231–284.

  26. Lerner, A. P. (1934). The concept of monopoly and the measurement of monopoly power. The review of economic studies, 1 (3), 157–175.

  27. Maskin, E. and Tirole, J. (1988). A theory of dynamic oligopoly, i: Overview and quantity competition with large fixed costs. Econometrica: Journal of the Econometric Society, pp. 549–569.

  28. Miklós-Thal, J. and Tucker, C. (2019). Collusion by algorithm: Does better demand prediction facilitate coordination between sellers? Management Science, 65 (4), 1552–1561.

  29. Nakamura, E. and Steinsson, J. (2008). Five facts about prices: A reevaluation of menu cost models. The Quarterly Journal of Economics, 123 (4), 1415–1464.

  30. Normann, H.-T. and Sternberg, M. (2022). Human-algorithm interaction: Algorithmic pricing in hybrid laboratory markets. MPI Collective Goods Discussion Paper, (2021/11).

  31. O’Connor, J. and Wilson, N. E. (2021). Reduced demand uncertainty and the sustainability of collusion: How ai could affect competition. Information Economics and Policy, 54, 100882.

  32. Poterba, J. M. (1988). Are consumers forward looking? evidence from fiscal experiments. The American Economic Review, 78 (2), 413–418.

  33. Repricer (2022). Repricer pricing solutions. https://www.repricer.com/, accessed: 2022-12-16.
    Paper not yet in RePEc: Add citation now
  34. Salcedo, B. (2015). Pricing algorithms and tacit collusion. Manuscript, Pennsylvania State University.
    Paper not yet in RePEc: Add citation now
  35. Schauer, A. and Schnurr, D. (2022). Competition between human and artificial intelligence in digital markets: An experimental analysis. Available at SSRN 4139527.
    Paper not yet in RePEc: Add citation now
  36. Schwartzman, D. (1960). The burden of monopoly. Journal of Political Economy, 68 (6), 627–630.

  37. Similarweb (2022). Similarweb traffic database. https://www.similarweb.com/, accessed: 2022-12-19.
    Paper not yet in RePEc: Add citation now
  38. Waltman, L. and Kaymak, U. (2008). Q-learning agents in a cournot oligopoly model. Journal of Economic Dynamics and Control, 32 (10), 3275–3293.

  39. Werner, T. (2022). Algorithmic and human collusion. Available at SSRN 3960738.
    Paper not yet in RePEc: Add citation now
  40. Wieting, M. and Sapi, G. (2021). Algorithms in the marketplace: An empirical analysis of automated pricing in e-commerce. Available at SSRN 3945137.

  41. Williams, M. L. (2016). Bank overdraft pricing and myopic consumers. Economics Letters, 139, 84–87.

  42. Worcester, D. A. (1975). On monopoly welfare losses: Comment. The American Economic Review, 65 (5), 1015–1023.

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