Dynamic Pricing with Demand Learning and Reference Effects

References

• Araman V, Caldentey R (2009) Dynamic pricing for nonperishable products with demand learning. Oper. Res. 57(5):1169–1188.Link, Google Scholar
• Arslan H, Kachani S (2010) Dynamic pricing under consumer reference-price effects. Cochran JJ, ed. Wiley Encyclopedia of Operations Research and Management Science (John Wiley & Sons, Hoboken, NJ).Google Scholar
• Ban G-Y, Keskin NB (2021) Personalized dynamic pricing with machine learning: High-dimensional features and heterogeneous elasticity. Management Sci. 67(9):5549–5568.Google Scholar
• Besbes O, Zeevi A (2009) Dynamic pricing without knowing the demand function: Risk bounds and near-optimal algorithms. Oper. Res. 57(6):1407–1420.Link, Google Scholar
• Besbes O, Zeevi A (2015) On the (surprising) sufficiency of linear models for dynamic pricing with demand learning. Management Sci. 61(4):723–739.Link, Google Scholar
• Bi W, Li G, Liu M (2017) Dynamic pricing with stochastic reference effects based on a finite memory window. Internat. J. Prod. Res. 55(12):3331–3348.Crossref, Google Scholar
• Broder J, Rusmevichientong P (2012) Dynamic pricing under a general parametric choice model. Oper. Res. 60(4):965–980.Link, Google Scholar
• Chen X, Hu P, Hu Z (2017) Efficient algorithms for the dynamic pricing problem with reference price effect. Management Sci. 63(12):4389–4408.Link, Google Scholar
• Chevanaz R (2016) Dynamic pricing with reference price dependence, Econom. Open-Access Open-Assessment E-J. 10(2016-22):1–17.Google Scholar
• Cohen MC, Lobel I, Paes Leme R (2020) Feature-based dynamic pricing. Management Sci. 66(11):4921–4943.Link, Google Scholar
• Cornelsen L, Mazzocchi M, Smith R (2018) Between preferences and references: Evidence from Great Britain on asymmetric price elasticities. Working paper, London School of Hygiene and Tropical Medicine, London.Google Scholar
• den Boer AV (2015a) Dynamic pricing and learning: Historical origins, current research, and new directions. Surveys Oper. Res. Management Sci. 20(1):1–18.Crossref, Google Scholar
• den Boer AV (2015b) Tracking the market: Dynamic pricing and learning in a changing environment. Eur. J. Oper. Res. 247(3):914–927.Crossref, Google Scholar
• den Boer AV, Zwart B (2014) Simultaneously learning and optimizing using controlled variance pricing. Management Sci. 60(3):770–783.Link, Google Scholar
• den Boer AV, Zwart B (2015) Dynamic pricing and learning with finite inventories. Oper. Res. 63(4):965–978.Link, 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
• Fibich G, Gavious A, Lowengart O (2003) Explicit solutions of optimization models and differential games with nonsmooth (asymmetric) reference-price effects. Oper. Res. 51(5):721–734.Link, Google Scholar
• Greenleaf EA (1995) The impact of reference price effects on the profitability of price promotions. Marketing Sci. 14(1):82–104.Link, Google Scholar
• Gupta S, Kim H-W (2010) Value-driven internet shopping: The mental accounting theory perspective. Psych. Marketing 27(1):13–35.Crossref, Google Scholar
• Hardie B, Johnson E, Fader P (1993) Modeling loss aversion and reference dependence effects on brand choice. Marketing Sci. 12(4):378–394.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
• Heidhues P, Koszegi B (2014) Regular prices and sales. Theoretical Econom. 9:217–251.Crossref, Google Scholar
• Hu Z, Chen X, Hu P (2016) Dynamic pricing with gain-seeking reference price effects. Oper. Res. 64(1):150–157.Link, Google Scholar
• Javanmard A, Nazerzadeh H (2019) Dynamic pricing in high-dimensions. J. Machine Learn. Res. 20(1):315–363.Google Scholar
• Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk. Econometrica 47(2):263–291.Crossref, Google Scholar
• Kalyanaram G, Little J (1994) An empirical analysis of latitude of price acceptance in consumer package goods. J. Consumer Res. 21(3):408–418.Crossref, Google Scholar
• Kalyanaram G, Winer R (1995) Empirical generalizations from reference price research. Marketing Sci. 14(3):G161–G169.Link, Google Scholar
• Kazerouni A, van Roy B (2017) Learning to price with reference effects. Working paper, Stanford University, Stanford, CA.Google Scholar
• Keskin NB (2014) Optimal dynamic pricing with demand model uncertainty: A squared-coefficient-of-variation rule for learning and earning. Working paper, Duke University, Durham, NC.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
• Keskin NB, Zeevi A (2016) Chasing demand: Learning and earning in a changing environment. Math. Oper. Res. 42(2):277–307.Link, Google Scholar
• Keskin NB, Zeevi A (2018) On incomplete learning and certainty-equivalence control. Oper. Res. 66(4):1136–1167.Link, Google Scholar
• Kim H-W, Xu Y, Gupta S (2012) Which is more important in internet shopping, perceived price or trust? Electronic Commerce Res. Appl. 11(3):241–252.Crossref, Google Scholar
• Kopalle PK, Rao AG, Assunçaõ JL (1996) Asymmetric reference price effects and dynamic pricing policies. Marketing Sci. 15(1):60–85.Link, Google Scholar
• Lattimore T, Szepesvári C (2020) Bandit Algorithms (Cambridge University Press, Cambridge, UK).Google Scholar
• Lattin J, Bucklin R (1989) Reference effects of price and promotion on brand choice behavior. J. Marketing Res. 26(3):299–310.Crossref, Google Scholar
• Mazumdar T, Raj S, Sinha I (2005) Reference price research: Review and propositions. J. Marketing 69(4):84–102.Crossref, Google Scholar
• Meyer R, Johnson EJ (1995) Empirical generalizations in the modeling of consumer choice. Marketing Sci. 14(3):G180–G189.Link, Google Scholar
• Nasiry J, Popescu I (2011) Dynamic pricing with loss-averse consumers and peak-end anchoring. Oper. Res. 59(6):1361–1368.Link, Google Scholar
• Nieto-García M, Muñoz-Gallego PA, González-Benito Ó (2017) Tourists’ willingness to pay for an accommodation: The effect of eWOM and internal reference price. Internat. J. Hospitality Management 62:67–77.Crossref, Google Scholar
• Popescu I, Wu Y (2007) Dynamic pricing strategies with reference effects. Oper. Res. 55(3):413–429.Link, Google Scholar
• Qiang S, Bayati M (2016) Dynamic pricing with demand covariates. Working paper, Stanford University, Stanford, CA.Google Scholar
• Rajendran KN, Tellis GJ (1994) Contextual and temporal components of reference price. J. Marketing 58(1):22–34.Crossref, Google Scholar
• Ray D, Shum M, Camerer CF (2015) Loss aversion in post-sale purchases of consumer products and their substitutes. Amer. Econom. Rev. 105(5):376–380.Crossref, Google Scholar
• Sheehan D, Hardesty DM, Ziegler AH, Chen HA (2019) Consumer reactions to price discounts across online shopping experiences. J. Retailing Consumer Service 51:129–138.Crossref, Google Scholar
• Slivkins A (2019) Introduction to multi-armed bandits. Foundations Trends® Machine Learn. 12(1–2):1–286.Google Scholar
• Sorger G (1988) Reference price formation and optimal marketing strategies. Feichtinger G, ed. Optimal Control Theory and Economic Analysis, vol. 3 (Elsevier Science North-Holland, Amsterdam), 97–120.Google Scholar
• Tversky A, Kahneman D (1991) Loss aversion in riskless choice: A reference-dependent model. Quart. J. Econom. 106(4):1039–1061.Crossref, Google Scholar
• Wang Z (2012) Dynamic learning mechanisms in revenue management problems. Unpublished PhD thesis, Stanford University, Stanford, CA.Google Scholar
• Wang Z (2016) Intertemporal price discrimination via reference price effects. Oper. Res. 64(2):290–296.Link, Google Scholar
• Wang Z, Deng S, Ye Y (2014) Close the gaps: A learning-while-doing algorithm for single-product revenue management problems. Oper. Res. 62(2):318–331.Link, Google Scholar
• Winer RS (1988) Behavioral perspective on pricing: Buyers’ subjective perceptions of price revisited. Devinney T, ed. Issues in Pricing: Theory and Research (Lexington Books, Lexington, MA), 35–57.Google Scholar
• Wu S, Liu Q, Zhang R (2015) The reference effects on a retailer’s dynamic pricing and inventory strategies with strategic consumers. Oper. Res. 63(6):1320–1335.Link, Google Scholar
• Yang H, Zhang D, Zhang C (2017) The influence of reference effect on pricing strategies in revenue management settings. Internat. Trans. Oper. Res. 24(4):907–924.Crossref, Google Scholar