Do display ads influence search? Attribution and dynamics in online advertising

Abhishek, 2012 Baghestani, 1991, Cointegration analysis of the advertising–sales relationship, Journal of Industrial Economics, 39, 671, 10.2307/2098669 Blake, 2015, Consumer heterogeneity and paid search effectiveness: A large scale field experiment, Econometrica, 88, 155, 10.3982/ECTA12423 Chatterjee, 2003, Modeling the clickstream: Implications for web-based advertising efforts, Marketing Science, 22, 520, 10.1287/mksc.22.4.520.24906 Dekimpe, 1999, Sustained spending and persistent response: A new look at long-term marketing profitability, Journal of Marketing Research, 36, 397, 10.2307/3151996 Demirci, 2014, Conditions for owned, paid and earned media impact and synergy, Marketing Science Institute, Report, 14-101 Dinner, 2011 Dorfman, 1954, Optimal advertising and optimal quality, The American Economic Review, 44, 826 Dreze, 2003, Internet advertising: Is anybody watching?, Journal of Interactive Marketing, 17, 8, 10.1002/dir.10063 Edwards, 2002, Forced exposure and psychological reactance: Antecedents and consequences of the perceived intrusiveness of pop-up ads, Journal of Advertising, 31, 83, 10.1080/00913367.2002.10673678 Eeckhoudt, 1972, The “Dorfman Steiner” rule, Zeitschrift für Nationalökonomie, 32, 487, 10.1007/BF01293424 eMarketer Enders, 2010 Fok, 2006, A hierarchical Bayes error correction model to explain dynamic effects of price changes, Journal of Marketing Research, 43, 443, 10.1509/jmkr.43.3.443 Fulgoni Ghemawat, 1991, Market incumbency and technological inertia, Marketing Science, 10, 161, 10.1287/mksc.10.2.161 Ghose, 2009, An empirical analysis of search engine advertising: Sponsored search in electronic markets, Management Science, 55, 1605, 10.1287/mnsc.1090.1054 Goldfarb, 2011, Online display advertising: Targeting and obtrusiveness, Marketing Science, 30, 389, 10.1287/mksc.1100.0583 Goldfarb, 2011, Search engine advertising: Channel substitution when pricing ads to context, Management Science, 57, 458, 10.1287/mnsc.1100.1287 Granger, 1986 Havas Digital Hulbert, 1981, Descriptive models of marketing decisions, 18 iProspect Lecinski, 2011 Lewis, 2012 Lewis, 2011 Li, 2014, Attributing conversions in a multichannel online marketing environment: An empirical model and a field experiment, Journal of Marketing Research, 51, 40, 10.1509/jmr.13.0050 Malm, 2009 Manchanda, 2006, The effect of banner advertising on internet purchasing, Journal of Marketing Research, 98-108 Moore, 2005, Banner advertiser — Web site context congruity and color effects on attention and attitudes, Journal of Advertising, 34, 71, 10.1080/00913367.2005.10639189 Murray, 1994, A drunk and her dog: An illustration of cointegration and error correction, The American Statistician, 48, 37 Naik, 2009, A hierarchical marketing communications model of online and offline media synergies, Journal of Interactive Marketing, 23, 288, 10.1016/j.intmar.2009.07.005 Naik, 2003, Understanding the impact of synergy in multimedia communications, Journal of Marketing Research, 375-388 Nerlove, 1962, Optimal advertising policy under dynamic conditions, Economica, 129-142 Nijs, 2007, Retail-price drivers and retailer profits, Marketing Science, 26, 473, 10.1287/mksc.1060.0205 Novak, 2003, The influence of goal-directed and experiential activities on online flow experiences, Journal of Consumer Psychology, 13, 3, 10.1207/S15327663JCP13-1&2_01 Papadimitriou, 2011, Display advertising impact: Search lift and social influence, 1019 Pauwels, 2001 Pauwels, 2004, New products, sales promotions, and firm value: The case of the automobile industry, Journal of Marketing, 68, 142, 10.1509/jmkg.68.4.142.42724 Pesaran, 1998, Generalized impulse response analysis in linear multivariate models, Economics Letters, 58, 17, 10.1016/S0165-1765(97)00214-0 Rutz, 2012, A latent instrumental variables approach to modeling keyword conversion in paid search advertising, Journal of Marketing Research, 49, 306, 10.1509/jmr.10.0354 Rutz, 2011, From generic to branded: A model of spillover in paid search advertising, Journal of Marketing Research, 48, 87, 10.1509/jmkr.48.1.87 Schwartz, 2014 Shamdasani, 2001, Location, location, location: Insights for advertising placement on the web, Journal of Advertising Research, 10.2501/JAR-41-4-7-21 Sherman, 2001, Banner advertising: Measuring effectiveness and optimizing placement, Journal of Interactive Marketing, 15, 60, 10.1002/dir.1011 Sims, 1980, Macroeconomics and reality, Econometrica, 48, 1, 10.2307/1912017 Sims, 1999, Error bands for impulse responses, Econometrica, 67, 1113, 10.1111/1468-0262.00071 Srinivasan, 2009, Product innovations, advertising, and stock returns, Journal of Marketing, 73, 24, 10.1509/jmkg.73.1.24 Wiesel, 2011, Practice prize paper—Marketing's profit impact: quantifying online and off-line funnel progression, Marketing Science, 30, 604, 10.1287/mksc.1100.0612 Wright, 2009, A new theorem for optimizing the advertising budget, Journal of Advertising Research, 49, 164, 10.2501/S0021849909090229 Xu, 2014, Path to purchase: A mutually exciting point process model for online advertising and conversion, Management Science, 60, 1392, 10.1287/mnsc.2014.1952 Yang, 2010, Analyzing the relationship between organic and sponsored search advertising: Positive, negative, or zero interdependence?, Marketing Science, 29, 602, 10.1287/mksc.1090.0552 ZenithOptimedia, 2012