Real-Time Bidding in Online Display Advertising

References

• Adams WJ, Yellen JL (1976) Commodity bundling and the burden of monopoly. Quart. J. Econom. 90(3):475–498.Crossref, Google Scholar
• Amaldoss W, Desai PS, Shin W (2015a) Keyword search advertising and first-page bid estimates: A strategic analysis. Management Sci. 61(3):507–519.Link, Google Scholar
• Amaldoss W, Jerath K, Sayedi A (2015b) A keyword management costs and “broad match” in sponsored search advertising. Marketing Sci. 35(2):259–274.Link, Google Scholar
• Anand BN, Shachar R (2011) Advertising, the matchmaker. RAND J. Econom. 42(2):205–245.Crossref, Google Scholar
• Balseiro S, Mirrokni V, Leme RP (2017) Dynamic mechanisms with martingale utilities. Management Sci., ePub ahead of print December 11, https://doi.org/10.1287/mnsc.2017.2872.Link, Google Scholar
• Balseiro SR, Feldman J, Mirrokni V, Muthukrishnan S (2014) Yield optimization of display advertising with ad exchange. Management Sci. 60(12):2886–2907.Link, Google Scholar
• Bart Y, Stephen AT, Sarvary M (2014) Which products are best suited to mobile advertising? A field study of mobile display advertising effects on consumer attitudes and intentions. J. Marketing Res. 51(3):270–285.Crossref, Google Scholar
• Bergemann D, Bonatti A (2011) Targeting in advertising markets: Implications for offline versus online media. RAND J. Econom. 42(3):417–443.Crossref, Google Scholar
• Berman R (2018) Beyond the last touch: Attribution in online advertising. Marketing Sci. Forthcoming.Link, Google Scholar
• Berman R, Katona Z (2013) The role of search engine optimization in search marketing. Marketing Sci. 32(4):644–651.Link, Google Scholar
• Bharadwaj V, Ma W, Schwarz M, Shanmugasundaram J, Vee E, Xie J, Yang J (2010) Pricing guaranteed contracts in online display advertising. Proc. 19th ACM Internat. Conf. Inform. Knowledge Management (ACM, New York), 399–408.Crossref, Google Scholar
• Bleier A, Eisenbeiss M (2015) Personalized online advertising effectiveness: The interplay of what, when, and where. Marketing Sci. 34(5):669–688.Link, Google Scholar
• Cao X, Ke TT (2018) Cooperative search advertising. Marketing Sci. Forthcoming.Google Scholar
• Chen B, Yuan S, Wang J (2014) A dynamic pricing model for unifying programmatic guarantee and real-time bidding in display advertising. Proc. Eighth Internat. Workshop Data Mining Online Advertising (ACM, New York), 1–9.Crossref, Google Scholar
• Chen Y, Narasimhan C, Zhang ZJ (2001) Individual marketing with imperfect targetability. Marketing Sci. 20(1):23–41.Link, Google Scholar
• Chen Y, Berkhin P, Anderson B, Devanur NR (2011) Real-time bidding algorithms for performance-based display ad allocation. Proc. 17th ACM SIGKDD Internat. Conf. Knowledge Discovery Data Mining (ACM, New York), 1307–1315.Crossref, Google Scholar
• Desai PS, Shin W, Staelin R (2014) The company that you keep: When to buy a competitor’s keyword. Marketing Sci. 33(4):485–508.Link, Google Scholar
• Fisher L, Liu C (2016) U.S. programmatic ad spending forecast. eMarketer Report (September 26), https://www.emarketer.com/Report/US-Programmatic-Ad-Spending-Forecast-Most-Mobile-Display-Video-Ad-Dollars-Automated-by-2018/2001894.Google Scholar
• Ghosh A, McAfee P, Papineni K, Vassilvitskii S (2009) Bidding for representative allocations for display advertising. Leonardi S, ed. Internet Network Econom., Lecture Notes Comput. Sci., Vol. 5929 (Springer, Berlin Heidelberg), 208–219.Crossref, Google Scholar
• Goldfarb A, Tucker C (2011) Online display advertising: Targeting and obtrusiveness. Marketing Sci. 30(3):389–404.Link, Google Scholar
• Hoban PR, Bucklin RE (2015) Effects of Internet display advertising in the purchase funnel: Model-based insights from a randomized field experiment. J. Marketing Res. 52(3):375–393.Crossref, Google Scholar
• Hu Y, Shin J, Tang Z (2015) Incentive problems in performance-based online advertising pricing: Cost per click vs. cost per action. Management Sci. 62(7):2022–2038.Link, Google Scholar
• Hummel P, McAfee RP (2015) When does improved targeting increase revenue? Proc. 24th Internat. Conf. World Wide Web (ACM, New York), 462–472.Crossref, Google Scholar
• Iyer G, Soberman D, Villas-Boas JM (2005) The targeting of advertising. Marketing Sci. 24(3):461–476.Link, Google Scholar
• Jerath K, Ma L, Park Y-H, Srinivasan K (2011) A “position paradox” in sponsored search auctions. Marketing Sci. 30(4):612–627.Link, Google Scholar
• Johnson GA (2013) The impact of privacy policy on the auction market for online display advertising. Working paper, University of Rochester, Rochester, NY.Google Scholar
• Katona Z, Sarvary M (2010) The race for sponsored links: Bidding patterns for search advertising. Marketing Sci. 29(2):199–215.Link, Google Scholar
• Korula N, Mirrokni V, Nazerzadeh H (2016) Optimizing display advertising markets: Challenges and directions. IEEE Internet Comput. 20(1):28–35.Crossref, Google Scholar
• Lambrecht A, Tucker C (2013) When does retargeting work? Information specificity in online advertising. J. Marketing Res. 50(5):561–576.Crossref, Google Scholar
• Lee K-C, Jalali A, Dasdan (2013) Real time bid optimization with smooth budget delivery in online advertising. Proc. Seventh Internat. Workshop Data Mining Online Advertising (ACM,New York).Crossref, Google Scholar
• Levin J, Milgrom P (2010) Online advertising: Heterogeneity and conflation in market design. Amer. Econom. Rev. 100(2):603–607.Crossref, Google Scholar
• Liu C (2016) U.S. ad spending: eMarketer’s updated estimates and forecast for 2015–2020. Indust. Report (November 1), https://www.emarketer.com/Report/US-Ad-Spending-eMarketers-Updated-Estimates-Forecast-20152020/2001915.Google Scholar
• Lu S, Yang S (2016) A two-sided market analysis of behaviorally targeted display advertising. Working paper, University of North Carolina at Chapel Hill.Google Scholar
• Lu S, Zhu Y, Dukes A (2015) Position auctions with budget constraints: Implications for advertisers and publishers. Marketing Sci. 34(6):897–905.Link, Google Scholar
• Manchanda P, Dube J-P, Goh KY, Chintagunta PK (2006) The effect of banner advertising on Internet purchasing. J. Marketing Res. 43(1):98–108.Crossref, Google Scholar
• McAfee RP, McMillan J, Whinston MD (1989) Multiproduct monopoly, commodity bundling, and correlation of values. Quart. J. Econom. 104(2):371–383.Crossref, Google Scholar
• Muthukrishnan S (2009) Ad exchanges: Research issues. Leonardi S, ed. Internet Network Econom., Lecture Notes Comput. Sci., Vol. 5929 (Springer, Berlin Heidelberg), 1–12.Crossref, Google Scholar
• Radovanovic A, Heavlin WD (2012) Risk-aware revenue maximization in display advertising. Proc. 21st Internat. Conf. World Wide Web (ACM, New York), 91–100.Crossref, Google Scholar
• Rafieian O, Yoganarasimhan H (2017) The value of information in mobile ad targeting. Working paper, University of Washington, Seattle.Google Scholar
• Rutz OJ, Bucklin RE (2011) From generic to branded: A model of spillover in paid search advertising. J. Marketing Res. 48(1):87–102.Crossref, Google Scholar
• Sayedi A, Jerath K, Baghaie M (2018) Exclusive placement in online advertising. Marketing Sci. Forthcoming.Link, Google Scholar
• Sayedi A, Jerath K, Srinivasan K (2014) Competitive poaching in sponsored search advertising and its strategic impact on traditional advertising. Marketing Sci. 33(4):586–608.Link, Google Scholar
• Shin W (2015) Keyword search advertising and limited budgets. Marketing Sci. 34(6):882–896.Link, Google Scholar
• Tucker CE (2014) Social networks, personalized advertising, and privacy controls. J. Marketing Res. 51(5):546–562.Crossref, Google Scholar
• Urban GL, Liberali G, MacDonald E, Bordley R, Hauser JR (2013) Morphing banner advertising. Marketing Sci. 33(1):27–46.Link, Google Scholar
• Varian HR, Harris C (2014) The VCG auction in theory and practice. Amer. Econom. Rev. 104(5):442–445.Crossref, Google Scholar
• Wilbur KC, Zhu Y (2009) Click fraud. Marketing Sci. 28(2):293–308.Link, Google Scholar
• Yao S, Mela CF (2011) A dynamic model of sponsored search advertising. Marketing Sci. 30(3):447–468.Link, Google Scholar
• Yuan S, Wang J, Zhao X (2013) Real-time bidding for online advertising: Measurement and analysis. Proc. Seventh Internat. Workshop Data Mining Online Advertising (ACM, New York).Crossref, Google Scholar
• Zeithammer R (2017) The futility of soft floors in auctions. Working paper, University of California, Los Angeles.Google Scholar
• Zhang W, Yuan S, Wang J (2014) Optimal real-time bidding for display advertising. Proc. 20th ACM SIGKDD Internat. Conf. Knowledge Discovery Data Mining (ACM, New York), 1077–1068.Crossref, Google Scholar
• Zhu Yi, Wilbur KC (2011) Hybrid advertising auctions. Marketing Sci. 30(2):249–273.Link, Google Scholar
• Zia M, Rao R (2016) Search advertising: Budget allocation across search engines. Working paper, University of Texas at Dallas.Google Scholar