Markdown Policies for Demand Learning with Forward-Looking Customers

References

• Araman V, Caldentey R (2009) Dynamic pricing for nonperishable products with demand learning. Oper. Res. 57(5):1169–1188.Link, Google Scholar
• Araman VF, Fayad B (2021) Intertemporal price discrimination with time-varying valuations. Oper. Res. 69(1):245–265.Link, Google Scholar
• Aviv Y, Pazgal A (2005) A partially observed Markov decision process for dynamic pricing. Management Sci. 51(9):1400–1416.Link, Google 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.Link, Google Scholar
• Aydin G, Ziya S (2009) Personalized dynamic pricing of limited inventories. Oper. Res. 57(6):1523–1531.Link, Google Scholar
• Besanko D, Winston WL (1990) Optimal price skimming by a monopolist facing rational consumers. Management Sci. 36(5):555–567.Link, Google Scholar
• Besbes O, Lobel I (2015) Intertemporal price discrimination: Structure and computation of optimal policies. Management Sci. 61(1):92–110.Link, Google Scholar
• Boyaci T, Ozer O (2010) Information acquisition for capacity planning via pricing and advance selling: When to stop and act? Oper. Res. 58(5):1328–1349.Link, Google Scholar
• Broder J, Rusmevichientong P (2012) Dynamic pricing under a general parametric choice model. Oper. Res. 60(4):965–980.Link, Google Scholar
• Bulow J (1982) Durable-goods monopolists. J. Political Econom. 90(2):314–332.Crossref, Google Scholar
• Cachon G, Swinney R (2009) Purchasing, pricing, and quick response in the presence of strategic consumers. Management Sci. 55(3):497–511.Link, Google Scholar
• Chen Y, Farias VF, Trichakis N (2019) On the efficacy of static prices for revenue management in the face of strategic customers. Management Sci. 65(12):5535–5555.Link, Google Scholar
• Cheung W, Simchi-Levi D, Wang H (2017) Dynamic pricing and demand learning with limited price experimentation. Oper. Res. 65(6):1722–1731.Link, Google Scholar
• Coase RH (1972) Durability and monopoly. J. Law Econom. 15(1):143–149.Crossref, Google Scholar
• Cover T (1991) Universal portfolios. Math. Finance 1(1):1–29.Crossref, Google Scholar
• den Boer A, Zwart B (2014) Simultaneously learning and optimizing using controlled variance pricing. Management Sci. 60(3):770–783.Link, Google Scholar
• Elmaghraby W, Gulcu 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.Link, Google Scholar
• Erdem T, Imai S, Keane M (2003) Brand and quantity choice dynamics under price uncertainty. Quant. Marketing Econom. 1:5–64.Crossref, Google Scholar
• Farias V, van Roy B (2010) Dynamic pricing with a prior on market response. Oper. Res. 58(1):16–29.Link, Google Scholar
• Harrison JM, Keskin NB, Zeevi A (2012) Bayesian dynamic pricing policies: Learning and earning under a binary prior distribution. Management Sci. 58(3):570–586.Link, Google Scholar
• Hendel I, Nevo A (2006) Measuring the implications of sales and consumer inventory behavior. Econometrica 74(6):1637–1673.Crossref, Google Scholar
• Hu Z, Chen X, Hu P (2016) Technical note—Dynamic pricing with gain-seeking reference price effects. Oper. Res. 64(7):151–157.Google Scholar
• IBM (2019) IBM markdown optimization. Accessed July 27, 2019, https://www.ibm.com/products/intelligent-promising/pricing.Google Scholar
• Keskin NB, Birge J (2019) Dynamic selling mechanisms for product differentiation and learning. Oper. Res. 67(4):1069–1089.Google Scholar
• Keskin NB, Zeevi A (2014) Dynamic pricing with an unknown demand model: Asymptotically optimal semi-myopic policies. Oper. Res. 62(5):1142–1167.Link, Google Scholar
• Kwon H, Lippman S, Tang C (2012) Optimal markdown pricing strategy with demand learning. Probab. Engrg. Inform. Sci. 26(1):77–104.Crossref, Google Scholar
• Lazear E (1986) Retail pricing and clearance sales. Amer. Econom. Rev. 76(1):14–32.Google Scholar
• Levin Y, McGill J, Nediak M (2009) Dynamic pricing in the presence of strategic consumers and oligopolistic competition. Management Sci. 55(1):32–46.Link, Google Scholar
• Levina T, Levin Y, McGill J, Nediak M (2009) Dynamic pricing with online learning and strategic consumers: An application of the aggregating algorithm. Oper. Res. 57(2):327–341.Link, 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.Link, Google Scholar
• Liu Q, Zhang D (2013) Dynamic pricing competition with strategic customers under vertical product differentiation. Management Sci. 59(1):84–101.Link, Google Scholar
• Lobel I (2020) Dynamic pricing with heterogeneous patience levels. Oper. Res. 68(4):1038–1046.Link, Google Scholar
• Marn M, Roegner E, Zawada C (2003) Pricing new products. McKinsey Quart. 3:40–49.Google Scholar
• Mersereau A, Zhang D (2012) Markdown pricing with unknown fraction of strategic customers. Manufacturing Service Oper. Management 14(3):355–370.Link, Google Scholar
• Moon K, Bimpikis K, Mendelson H (2018) Randomized markdowns and online monitoring. Management Sci. 64(3):1271–1290.Link, Google 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.Crossref, Google Scholar
• Oracle (2019) Oracle retail markdown optimization. Accessed July 27, 2019, https://docs.oracle.com/cd/E12578_01/mdo/pdf/130/mdo-130-ug.pdf.Google Scholar
• Parlakturk A (2012) The value of product variety when selling to strategic consumers. Manufacturing Service Oper. Management 14(3):371–385.Link, Google Scholar
• Popescu I, Wu Y (2007) Dynamic pricing strategies with reference effects. Oper. Res. 55(3):413–429.Link, Google Scholar
• SAS (2019) SAS markdown optimization. Accessed July 27, 2019, https://www.sas.com/content/dam/SAS/documents/product-collateral/product-brief/en/sas-markdown-optimization-111145.pdf.Google Scholar
• Stokey N (1979) Intertemporal price discrimination. Quart. J. Econom. 93(3):355–371.Crossref, Google Scholar
• Stokey N (1981) Rational expectations and durable goods pricing. Bell J. Econom. 12(1):112–128.Crossref, Google Scholar
• Su X (2007) Intertemporal pricing with strategic customer behavior. Management Sci. 53(5):726–741.Link, Google Scholar
• Surasvadi N, Tang C, Vulcano G (2017) Using contingent markdown with reservation to profit from strategic consumer behavior. Production Oper. Management 26(12):2226–2246.Crossref, Google Scholar
• Swinney R (2011) Selling to strategic consumers when product value is uncertain: The value of matching supply and demand. Management Sci. 57(10):1737–1751.Link, Google Scholar
• Wang Z (2016) Technical note—Intertemporal price discrimination via reference price effects. Oper. Res. 64(2):290–296.Link, Google Scholar
• Yin R, Aviv Y, Pazgal A, Tang C (2009) Optimal markdown pricing: Implications of inventory display formats in the presence of strategic customers. Management Sci. 55(8):1391–1408.Link, Google Scholar