Randomized Markdowns and Online Monitoring

Published Online:https://doi.org/10.1287/mnsc.2016.2661

References

  • Akşin Z, Ata B, Emadi SM, Su CL (2013) Structural estimation of callers’ delay sensitivity in call centers. Management Sci. 59(12):2727–2746.LinkGoogle Scholar
  • Allon G, Federgruen A, Pierson M (2011) How much is a reduction of your customers’ wait worth? An empirical study of the fast-food drive-thru industry based on structural estimation methods. Manufacturing Service Oper. Management 13(4):489–507.LinkGoogle Scholar
  • Aviv Y, Pazgal A (2008) Optimal pricing of seasonal products in the presence of forward-looking consumers. Manufacturing Service Oper. Management 10(3):339–359.LinkGoogle Scholar
  • Aviv Y, Levin Y, Nediak M (2009) Counteracting strategic consumer behavior in dynamic pricing systems. Netessine S, Tang CS, eds. Consumer-Driven Demand and Operations Management Models (Springer, New York), 323–352.CrossrefGoogle Scholar
  • Belobaba PP (1989) Application of a probabilistic decision model to airline seat inventory control. Oper. Res. 37(2):183–197.LinkGoogle Scholar
  • Besanko D, Winston WL (1990) Optimal price skimming by a monopolist facing rational consumers. Management Sci. 36(5):555–567.LinkGoogle Scholar
  • Besbes O, Lobel I (2015) Intertemporal price discrimination: Structure and computation of optimal policies. Management Sci. 61(1):92–110.LinkGoogle Scholar
  • Bray RL, Mendelson H (2012) Information transmission and the bullwhip effect: An empirical investigation. Management Sci. 58(5):860–875.LinkGoogle Scholar
  • Bray RL, Mendelson H (2015) Production smoothing and the bullwhip effect. Manufacturing Service Oper. Management 17(2):208–220.LinkGoogle Scholar
  • Bulow JI (1982) Durable-goods monopolists. J. Political Econom. 90(2):314–332.CrossrefGoogle Scholar
  • Cachon GP, Feldman P (2015) Price commitments with strategic customers: Why it can be optimal to discount more frequently…than optimal. Manufacturing Service Oper. Management 17(3):399–410.LinkGoogle Scholar
  • Cachon GP, Swinney R (2009a) The impact of strategic consumer behavior on the value of operational flexibility. Netessine S, Tang CS, eds. Consumer-Driven Demand and Operations Management Models (Springer, New York), 371–395.CrossrefGoogle Scholar
  • Cachon GP, Swinney R (2009b) Purchasing, pricing, and quick response in the presence of strategic consumers. Management Sci. 55(3):497–511.LinkGoogle Scholar
  • Cachon GP, Swinney R (2011) The value of fast fashion: Quick response, enhanced design, and strategic consumer behavior. Management Sci. 57(4):778–795.LinkGoogle Scholar
  • Caldentey R, Liu Y, Lobel I (2017) Intertemporal pricing under minimax regret. Oper. Res. 65(1):104–129.LinkGoogle Scholar
  • Cameron AC, Trivedi PK (2005) Microeconometrics: Methods and Applications (Cambridge University Press, New York).CrossrefGoogle Scholar
  • Caro F, Gallien J (2010) Inventory management of a fast-fashion retail network. Oper. Res. 58(2):257–273.LinkGoogle Scholar
  • Chen Y, Farias VF (2015) Robust dynamic pricing with strategic customers. Proc. 16th ACM Conf. Econom. Computation (ACM, New York), 777–777.CrossrefGoogle Scholar
  • Chevalier J, Goolsbee A (2009) Are durable goods consumers forward-looking? Evidence from college textbooks. Quart. J. Econom. 124(4):1853–1884.CrossrefGoogle Scholar
  • Chib S (2001) Markov chain Monte Carlo methods: Computation and inference. Heckman J, Leamer E, eds. Handbook of Econometrics, Vol. 5 (North Holland, Amsterdam), 3569–3649.CrossrefGoogle Scholar
  • Coase RH (1972) Durability and monopoly. J. Law Econom. 15(1):143–149.CrossrefGoogle Scholar
  • Cohen MC, Leung NHZ, Panchamgam K, Perakis G, Smith A (2017) The impact of linear optimization on promotion planning. Oper Res. 65(2):446–468.LinkGoogle Scholar
  • Correa J, Montoya R, Thraves C (2016) Contingent preannounced pricing policies with strategic consumers. Oper. Res. 64(1):251–272.LinkGoogle Scholar
  • Dasu S, Tong C (2010) Dynamic pricing when consumers are strategic: Analysis of posted and contingent pricing schemes. Eur. J. Oper. Res. 204(3):662–671.CrossrefGoogle Scholar
  • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Statist. Soc. Ser. B (Methodological) 39(1):1–38.CrossrefGoogle Scholar
  • Dobzinski S, Dughmi S (2013) On the power of randomization in algorithmic mechanism design. SIAM J. Comput. 42(6):2287–2304.CrossrefGoogle Scholar
  • Doraszelski U, Judd KL (2012) Avoiding the curse of dimensionality in dynamic stochastic games. Quant. Econom. 3(1):53–93.CrossrefGoogle Scholar
  • Ellison G, Ellison SF (2009) Search, obfuscation, and price elasticities on the Internet. Econometrica 77(2):427–452.CrossrefGoogle Scholar
  • Elmaghraby W, Keskinocak P (2003) Dynamic pricing in the presence of inventory considerations: Research overview, current practices, and future directions. Management Sci. 49(10):1287–1309.LinkGoogle Scholar
  • Elmaghraby W, Gülcü A, Keskinocak P (2008) Designing optimal preannounced markdowns in the presence of rational customers with multiunit demands. Manufacturing Service Oper. Management 10(1):126–148.LinkGoogle Scholar
  • Etzion H, Pinker E, Seidmann A (2006) Analyzing the simultaneous use of auctions and posted prices for online selling. Manufacturing Service Oper. Management 8(1):68–91.LinkGoogle Scholar
  • Gallego G, Van Ryzin G (1994) Optimal dynamic pricing of inventories with stochastic demand over finite horizons. Management Sci. 40(8):999–1020.LinkGoogle Scholar
  • Gorodnichenko Y, Sheremirov V, Talavera O (2015) Price setting in online markets: Does it click? Working Paper 15-1, Federal Reserve Bank of Boston, Boston.Google Scholar
  • Gourieroux C, Monfort A (1997) Simulation-Based Econometric Methods (Oxford University Press, Oxford, UK).CrossrefGoogle Scholar
  • Gul F, Sonnenschein H, Wilson R (1986) Foundations of dynamic monopoly and the Coase conjecture. J. Econom. Theory 39(1):155–190.CrossrefGoogle Scholar
  • Hendel I, Nevo A (2013) Intertemporal price discrimination in storable goods markets. Amer. Econom. Rev. 103(7):2722–2751.CrossrefGoogle Scholar
  • Honka E (2014) Quantifying search and switching costs in the US auto insurance industry. RAND J. Econom. 45(4):847–884.CrossrefGoogle Scholar
  • Hörner J, Samuelson L (2011) Managing strategic buyers. J. Political Econom. 119(3):379–425.CrossrefGoogle Scholar
  • Hortaçsu A, Syverson C (2004) Search costs, product differentiation, and welfare effects of entry: A case study of S&P 500 index funds. Quart. J. Econom. 119(4):403–456.CrossrefGoogle Scholar
  • Jerath K, Netessine S, Veeraraghavan SK (2010) Revenue management with strategic customers: Last-minute selling and opaque selling. Management Sci. 56(3):430–448.LinkGoogle Scholar
  • Kim SW, Olivares M, Weintraub GY (2014) Measuring the performance of large-scale combinatorial auctions: A structural estimation approach. Management Sci. 60(5):1180–1201.LinkGoogle Scholar
  • Kumar S (2005) Supply chain strategies in the apparel industry: The case of Victoria’s Secret. Ph.D. thesis, Massachusetts Institute of Technology, Cambridge.Google Scholar
  • Lazear EP (1986) Retail pricing and clearance sales. Amer. Econom. Rev. 76(1):14–32.Google Scholar
  • Li J, Granados N, Netessine S (2014) Are consumers strategic? Structural estimation from the air-travel industry. Management Sci. 60(9):2114–2137.LinkGoogle Scholar
  • Liu Q, van Ryzin GJ (2008) Strategic capacity rationing to induce early purchases. Management Sci. 54(6):1115–1131.LinkGoogle Scholar
  • Louis TA (1982) Finding the observed information matrix when using the EM algorithm. J. Roy. Statist. Soc. Ser. B (Methodological) 44(2):226–233.Google Scholar
  • Maskin E, Tirole J (2001) Markov perfect equilibrium: I. Observable actions. J. Econom. Theory 100(2):191–219.CrossrefGoogle Scholar
  • Mattioli D (2012) Lululemon’s secret sauce: Scarcity built a $10.4 billion retailer—But will it prevent Lulu from growing? Wall Street Journal (March 22), http://www.wsj.com/articles/SB10001424052702303812904577295882632723066.Google Scholar
  • McAfee RP, Wiseman T (2008) Capacity choice counters the Coase conjecture. Rev. Econom. Stud. 75(1):317–331.CrossrefGoogle Scholar
  • McFadden D (1989) A method of simulated moments for estimation of discrete response models without numerical integration. Econometrica 57(5):995–1026.CrossrefGoogle Scholar
  • Milgrom P, Roberts J (1990) Rationalizability, learning, and equilibrium in games with strategic complementarities. Econometrica 58(6):1255–1277.CrossrefGoogle Scholar
  • Moraga-González JL, Wildenbeest MR (2008) Maximum likelihood estimation of search costs. Eur. Econom. Rev. 52(5):820–848.CrossrefGoogle Scholar
  • Nair H (2007) Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games. Quant. Marketing Econom. 5(3):239–292.CrossrefGoogle Scholar
  • Netessine S, Tang CS (2009) Consumer-Driven Demand and Operations Management Models (Springer, New York).Google Scholar
  • Olivares M, Terwiesch C, Cassorla L (2008) Structural estimation of the newsvendor model: An application to reserving operating room time. Management Sci. 54(1):41–55.LinkGoogle Scholar
  • Rossi PE, McCulloch RE, Allenby GM (1996) The value of purchase history data in target marketing. Marketing Sci. 15(4):321–340.LinkGoogle Scholar
  • Rust J (1994) Structural estimation of Markov decision processes. Engle R, McFadden D, eds. Handbook of Econometrics, Vol. 4 (North Holland, Amsterdam), 3081–3143.Google Scholar
  • Seiler S (2013) The impact of search costs on consumer behavior: A dynamic approach. Quant. Marketing Econom. 11(2):155–203.CrossrefGoogle Scholar
  • Shen ZJM, Su X (2007) Customer behavior modeling in revenue management and auctions: A review and new research opportunities. Production Oper. Management 16(6):713–728.CrossrefGoogle Scholar
  • Sobel J (1984) The timing of sales. Rev. Econom. Stud. 51(3):353–368.CrossrefGoogle Scholar
  • Soysal GP, Krishnamurthi L (2012) Demand dynamics in the seasonal goods industry: An empirical analysis. Marketing Sci. 31(2):293–316.LinkGoogle Scholar
  • Stigler GJ (1961) The economics of information. J. Political Econom. 69(3):213–225.CrossrefGoogle Scholar
  • Stokey NL (1979) Intertemporal price discrimination. Quart. J. Econom. 93(3):355–371.CrossrefGoogle Scholar
  • Su X (2007) Intertemporal pricing with strategic customer behavior. Management Sci. 53(5):726–741.LinkGoogle Scholar
  • Su X, Zhang F (2009) On the value of commitment and availability guarantees when selling to strategic consumers. Management Sci. 55(5):713–726.LinkGoogle Scholar
  • Swinney R (2012) Inventory pooling with strategic consumers: Operational and behavioral benefits. Working paper, Stanford University, Stanford, CA.Google Scholar
  • Talluri KT, Van Ryzin GJ (2006) The Theory and Practice of Revenue Management, Vol. 68 (Springer, New York).Google Scholar
  • Taylor TA (2006) Sale timing in a supply chain: When to sell to the retailer. Manufacturing Service Oper. Management 8(1):23–42.LinkGoogle Scholar
  • U.S. Department of Commerce (2016) Quarterly retail e-commerce sales. Report, May 17, U.S. Census Bureau News, U.S. Department of Commerce, Washington, DC.Google Scholar
  • Varian HR (1980) A model of sales. Amer. Econom. Rev. 70(4):651–659.Google Scholar
  • Villas-Boas JM, Winer RS (1999) Endogeneity in brand choice models. Management Sci. 45(10):1324–1338.LinkGoogle Scholar
  • White H (1982) Maximum likelihood estimation of misspecified models. Econometrica 50(1):1–25.CrossrefGoogle Scholar
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