Approximation Algorithms for Product Framing and Pricing

References

• Agarwal A, Hosanagar K, Smith MD (2011) Location, location, location: An analysis of profitability of position in online advertising markets. J. Marketing Res. 48(6):1057–1073.Crossref, Google Scholar
• Anderson SP, de Palma A, Thisse JF (1992) Discrete Choice Theory of Product Differentiation (MIT Press, Cambridge, MA).Crossref, Google Scholar
• Animesh A, Viswanathan S, Agarwal R (2011) Competing “creatively” in sponsored search markets: The effect of rank, differentiation strategy, and competition on performance. Inform. Systems Res. 22(1):153–169.Link, Google Scholar
• Aouad A, Segev D (2018) Display optimization for vertically differentiated locations under multinomial logit choice preferences. Working paper, London Business School, London.Google Scholar
• Arbatskaya M (2007) Ordered search. RAND J. Econom. 38(1):119–126.Crossref, Google Scholar
• Baye MR, Gatti JRJ, Kattuman P, Morgan J (2009) Clicks, discontinuities, and firm demand online. J. Econom. Management Strategy 18(4):935–975.Crossref, Google Scholar
• Berry S, Levinsohn J, Pakes A (1995) Automobile prices in market equilibrium. Econometrica 63(4):841–890.Crossref, Google Scholar
• Bront JJM, Méndez-Díaz I, Vulcano G (2009) A column generation algorithm for choice-based network revenue management. Oper. Res. 57(3):769–784.Link, Google Scholar
• Brynjolfsson E, Dick AA, Smith MD (2010) A nearly perfect market? Differentiation vs. price in consumer choice. QME 8(1):1–33.Google Scholar
• Cachon GP, Terwiesch C, Xu Y (2005) Retail assortment planning in the presence of consumer search. Manufacturing Service Oper. Management 7(4):330–346.Link, Google Scholar
• Chandon P, Hutchinson JW, Bradlow ET, Young SH (2009) Does in-store marketing work? Effects of the number and position of shelf facings on brand attention and evaluation at the point of purchase. J. Marketing 73(6):1–17.Crossref, Google Scholar
• Chiang J, Chib S, Narasimhan C (1998) Markov chain Monte Carlo and models of consideration set and parameter heterogeneity. J. Econometrics 89(1/2):223–248.Crossref, Google Scholar
• Corstjens J, Corstjens M (2012) The Battlefield for Mindspace and Shelfspace (John Wiley & Sons, Chichester, UK), 69–82.Google Scholar
• Davis J, Gallego G, Topaloglu H (2013) Assortment planning under the multinomial logit model with totally unimodular constraint structures. Working paper, Cornell University, Ithaca, NY.Google Scholar
• Davis JM, Gallego G, Topaloglu H (2014) Assortment optimization under variants of the nested logit model. Oper. Res. 62(2):250–273.Link, Google Scholar
• Davis JM, Topaloglu H, Williamson DP (2015) Assortment optimization over time. Oper. Res. Lett. 43(6):608–611.Crossref, Google Scholar
• Desir A, Goyal V (2013) Near-optimal algorithms for capacity constrained assortment optimization. Working paper, Columbia University, New York.Google Scholar
• Fader PS, Hardie BGS (1996) Modeling consumer choice among skus. J. Marketing Res. 33(4):442–452.Crossref, Google Scholar
• Feldman J, Topaloglu H (2015) Assortment optimization under the multinomial logit model with nested consideration sets. Working paper, Cornell University, Ithaca, NY.Google Scholar
• Feng J, Bhargava HK, Pennock DM (2007) Implementing sponsored search in web search engines: Computational evaluation of alternative mechanisms. INFORMS J. Comput. 19(1):137–148.Link, Google Scholar
• Gallego G, Stefanescu C (2009) Upgrades, upsells and pricing in revenue management. Working paper, Columbia University, New York.Google Scholar
• Gallego G, Topaloglu H (2014) Constrained assortment optimization for the nested logit model. Management Sci. 60(10):2583–2601.Link, Google Scholar
• Gallego G, Wang R (2014) Multiproduct price optimization and competition under the nested logit model with product-differentiated price sensitivities. Oper. Res. 62(2):450–461.Link, Google Scholar
• Gallego G, Li A, Beltran J (2016) Product line design and pricing under logit model. Working paper, Columbia University, New York.Google Scholar
• Ghose A, Yang S (2009) An empirical analysis of search engine advertising: Sponsored search in electronic markets. Management Sci. 55(10):1605–1622.Link, Google Scholar
• Hanson W, Martin K (1996) Optimizing multinomial logit profit functions. Management Sci. 42(7):992–1003.Link, Google Scholar
• Hauser JR (1978) Testing the accuracy, usefulness, and significance of probabilistic choice models: An information-theoretic approach. Oper. Res. 26(3):406–421.Link, Google Scholar
• Hauser JR, Gaskin SP (1984) Application of the defender consumer model. Marketing Sci. 3(4):327–351.Link, Google Scholar
• Hopp WJ, Xu X (2005) Product line selection and pricing with modularity in design. Manufacturing Service Oper. Management 7(3):172–187.Link, Google Scholar
• Howard JA, Sheth JN (1969) The Theory of Buyer Behavior, Wiley Marketing Series (Wiley, New York).Google Scholar
• Johnson EJ, Moe WW, Fader PS, Bellman S, Lohse GL (2004) On the depth and dynamics of online search behavior. Management Sci. 50(3):299–308.Link, Google Scholar
• Li H, Huh WT (2011) Pricing multiple products with the multinomial logit and nested logit models: Concavity and implications. Manufacturing Service Oper. Management 13(4):549–563.Link, Google Scholar
• Manrai AK, Andrews RL (1998) Two-stage discrete choice models for scanner panel data: An assessment of process and assumptions. Eur. J. Oper. Res. 111(2):193–215.Crossref, Google Scholar
• Mittal S, Schulz AS (2013) A general framework for designing approximation schemes for combinatorial optimization problems with many objectives combined into one. Oper. Res. 61(2):386–397.Link, Google Scholar
• Nemhauser GL, Wolsey LA (1988) Integer and Combinatorial Optimization (Wiley-Interscience, New York).Crossref, Google Scholar
• Rusmevichientong P, Shen Z-JM, Shmoys DB (2010) Dynamic assortment optimization with a multinomial logit choice model and capacity constraint. Oper. Res. 58(6):1666–1680.Link, Google Scholar
• Shaked M, Shanthikumar JG (2007) Stochastic Orders (Springer, New York).Crossref, Google Scholar
• Shugan SM (1980) The cost of thinking. J. Consumer Res. 7(2):99–111.Crossref, Google Scholar
• Silk AJ, Urban GL (1978) Pre-test-market evaluation of new packaged goods: A model and measurement methodology. J. Marketing Res. 15(2):171–191.Crossref, Google Scholar
• Song JS, Xue Z (2009) Demand management and inventory control for substitutable products. Working paper, Duke University, Durham, NC.Google Scholar
• Talluri K, van Ryzin G (2004) Revenue management under a general discrete choice model of consumer behavior. Management Sci. 50(1):15–33.Link, Google Scholar
• Tversky A, Kahneman D (1986) Rational choice and the framing of decisions. J. Bus. 59(4):S251–S278.Crossref, Google Scholar
• van Ryzin G, Mahajan S (1999) On the relationship between inventory costs and variety benefits in retail assortments. Management Sci. 45(11):1496–1509.Link, Google Scholar
• Wang R, Sahin O (2017) The impact of consumer search cost on assortment planning and pricing. Management Sci. 64(8):3649–3666.Link, Google Scholar