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Volumn 30, Issue 4, 2011, Pages 646-665

Modeling indirect effects of paid search advertising: Which keywords lead to more future visits?

Author keywords

Bayesian methods; Elastic net; Internet; Paid search

Indexed keywords


EID: 80051657462     PISSN: 07322399     EISSN: 1526548X     Source Type: Journal    
DOI: 10.1287/mksc.1110.0635     Document Type: Article
Times cited : (96)

References (52)
  • 2
    • 0036221554 scopus 로고    scopus 로고
    • Determining the number of factors in approximate factor models
    • Bai, J., S. Ng. 2002. Determining the number of factors in approximate factor models. Econometrica 70(1) 191-221.
    • (2002) Econometrica , vol.70 , Issue.1 , pp. 191-221
    • Bai, J.1    Ng, S.2
  • 3
    • 4043135554 scopus 로고    scopus 로고
    • Optimal predictive model selection
    • Barbieri, M. M., J. O. Berger. 2004. Optimal predictive model selection. Ann. Statist. 32(3) 870-897.
    • (2004) Ann. Statist , vol.32 , Issue.3 , pp. 870-897
    • Barbieri, M.M.1    Berger, J.O.2
  • 6
    • 0036020894 scopus 로고    scopus 로고
    • Bayes model averaging with selection of regressors
    • Brown, P. J., M. Vannucci, T. Fearn. 2002. Bayes model averaging with selection of regressors. J. Roy. Statist. Soc. Ser. B 64(3) 519-536.
    • (2002) J. Roy. Statist. Soc. Ser. B , vol.64 , Issue.3 , pp. 519-536
    • Brown, P.J.1    Vannucci, M.2    Fearn, T.3
  • 7
    • 58549097639 scopus 로고    scopus 로고
    • Shrinkage and model selection with correlated variables via weighted fusion
    • Daye, Z. J., X. J. Jeng. 2009. Shrinkage and model selection with correlated variables via weighted fusion. Comput. Statist. Data Anal. 53(4) 1284-1298.
    • (2009) Comput. Statist. Data Anal , vol.53 , Issue.4 , pp. 1284-1298
    • Daye, Z.J.1    Jeng, X.J.2
  • 9
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies
    • Gelman, A., X.-L. Meng, H. Stern. 1996. Posterior predictive assessment of model fitness via realized discrepancies. Statistica Sinica 6(4) 733-807.
    • (1996) Statistica Sinica , vol.6 , Issue.4 , pp. 733-807
    • Gelman, A.1    Meng, X.-L.2    Stern, H.3
  • 10
    • 34548105186 scopus 로고    scopus 로고
    • Large-scale Bayesian logistic regression for text categorization
    • Genkin, A., D. D. Lewis, D. Madigan. 2007. Large-scale Bayesian logistic regression for text categorization. Technometrics 49(3) 291-304.
    • (2007) Technometrics , vol.49 , Issue.3 , pp. 291-304
    • Genkin, A.1    Lewis, D.D.2    Madigan, D.3
  • 11
    • 0442309436 scopus 로고    scopus 로고
    • The variable selection problem
    • George, E. I. 2000. The variable selection problem. J. Amer. Statist. Assoc. 95(452) 1304-1308.
    • (2000) J. Amer. Statist. Assoc , vol.95 , Issue.452 , pp. 1304-1308
    • George, E.I.1
  • 12
    • 84893179575 scopus 로고
    • Variable selection via Gibbs sampling
    • George, E. I., R. E. McCulloch. 1993. Variable selection via Gibbs sampling. J. Amer. Statist. Assoc. 88(423) 881-889.
    • (1993) J. Amer. Statist. Assoc , vol.88 , Issue.423 , pp. 881-889
    • George, E.I.1    McCulloch, R.E.2
  • 13
    • 0031526204 scopus 로고    scopus 로고
    • Approaches for Bayesian variable selection
    • George, E. I., R. E. McCulloch. 1997. Approaches for Bayesian variable selection. Statistica Sinica 7(2) 339-373.
    • (1997) Statistica Sinica , vol.7 , Issue.2 , pp. 339-373
    • George, E.I.1    McCulloch, R.E.2
  • 14
    • 70350266245 scopus 로고    scopus 로고
    • An empirical analysis of search engine advertising: Sponsored search in electronic markets
    • Ghose, A., S. Yang. 2009. An empirical analysis of search engine advertising: Sponsored search in electronic markets. Management Sci. 55(10) 1605-1622.
    • (2009) Management Sci , vol.55 , Issue.10 , pp. 1605-1622
    • Ghose, A.1    Yang, S.2
  • 15
    • 77957954651 scopus 로고    scopus 로고
    • Posterior predictive model checking: An application to multivariate normal heterogeneity
    • Gilbride, T. J., P. J. Lenk. 2010. Posterior predictive model checking: An application to multivariate normal heterogeneity. J. Marketing Res. 47(5) 896-909.
    • (2010) J. Marketing Res , vol.47 , Issue.5 , pp. 896-909
    • Gilbride, T.J.1    Lenk, P.J.2
  • 16
    • 33748554491 scopus 로고    scopus 로고
    • Models of heterogeneous variable selection
    • Gilbride, T. J., G. M. Allenby, J. D. Brazell. 2006. Models of heterogeneous variable selection. J. Marketing Res. 43(3) 420-430.
    • (2006) J. Marketing Res , vol.43 , Issue.3 , pp. 420-430
    • Gilbride, T.J.1    Allenby, G.M.2    Brazell, J.D.3
  • 17
    • 79952906201 scopus 로고    scopus 로고
    • Search engine advertising: Channel substitution when ricing ads to context
    • Goldfarb, A., C. Tucker. 2011. Search engine advertising: Channel substitution when ricing ads to context. Management Sci. 57(3) 458-470.
    • (2011) Management Sci , vol.57 , Issue.3 , pp. 458-470
    • Goldfarb, A.1    Tucker, C.2
  • 19
    • 0004816858 scopus 로고
    • The voice of the customer
    • Griffin, A., J. R. Hauser. 1993. The voice of the customer. Marketing Sci. 12(1) 1-27.
    • (1993) Marketing Sci , vol.12 , Issue.1 , pp. 1-27
    • Griffin, A.1    Hauser, J.R.2
  • 20
    • 3543028414 scopus 로고
    • Search behavior and information utilization in the home buying process
    • P. R. McDonald, ed, American Marketing Association, Chicago
    • Hempel, D. J. 1969. Search behavior and information utilization in the home buying process. P. R. McDonald, ed. Marketing Involvement in Society and the Economy. American Marketing Association, Chicago, 241-249.
    • (1969) Marketing Involvement In Society and The Economy , pp. 241-249
    • Hempel, D.J.1
  • 21
    • 84942487147 scopus 로고
    • Ridge regression: Applications to nonorthogonal problems
    • Hoerl, A. E., R. W. Kennard. 1970. Ridge regression: Applications to nonorthogonal problems. Technometrics 12(1) 69-82.
    • (1970) Technometrics , vol.12 , Issue.1 , pp. 69-82
    • Hoerl, A.E.1    Kennard, R.W.2
  • 23
    • 0001358967 scopus 로고    scopus 로고
    • Evaluating the potential of interactive media through a new lens: Search versus experience goods
    • Klein, L. R. 1998. Evaluating the potential of interactive media through a new lens: Search versus experience goods. J. Bus. Res. 41(3) 195-203.
    • (1998) J. Bus. Res , vol.41 , Issue.3 , pp. 195-203
    • Klein, L.R.1
  • 24
    • 0346548265 scopus 로고    scopus 로고
    • 2nd ed. John Wiley & Sons, Hoboken, NJ
    • Koop, G. 2003. Bayesian Econometrics, 2nd ed. John Wiley & Sons, Hoboken, NJ.
    • (2003) Bayesian Econometrics
    • Koop, G.1
  • 25
    • 78049484065 scopus 로고    scopus 로고
    • Penalized regression, standard errors, and Bayesian lassos
    • Kyung, M., J. Gil, M. Ghosh, G. Casella. 2010. Penalized regression, standard errors, and Bayesian lassos. Bayesian Anal. 5(2) 369-412.
    • (2010) Bayesian Anal , vol.5 , Issue.2 , pp. 369-412
    • Kyung, M.1    Gil, J.2    Ghosh, M.3    Casella, G.4
  • 26
    • 79551657781 scopus 로고    scopus 로고
    • The Bayesian elastic net
    • Li, Q., N. Lin. 2010. The Bayesian elastic net. Bayesian Anal. 5(1) 151-170.
    • (2010) Bayesian Anal , vol.5 , Issue.1 , pp. 151-170
    • Li, Q.1    Lin, N.2
  • 27
    • 34548540582 scopus 로고    scopus 로고
    • Partial inverse regression
    • Li, L., R. D. Cook, C.-L. Tsai. 2007. Partial inverse regression. Biometrika 94(3) 615-625.
    • (2007) Biometrika , vol.94 , Issue.3 , pp. 615-625
    • Li, L.1    Cook, R.D.2    Tsai, C.-L.3
  • 29
    • 42449126109 scopus 로고    scopus 로고
    • Incorporating subjective characteristics in product design and evaluations
    • Luo, L., P. K. Kannan, B. T. Ratchford. 2008. Incorporating subjective characteristics in product design and evaluations. J. Marketing Res. 45(2) 182-194.
    • (2008) J. Marketing Res , vol.45 , Issue.2 , pp. 182-194
    • Luo, L.1    Kannan, P.K.2    Ratchford, B.T.3
  • 31
    • 84976702763 scopus 로고
    • WordNet: A lexical database for English
    • Miller, G. A. 1995. WordNet: A lexical database for English. Comm. ACM 38(11) 39-41.
    • (1995) Comm. ACM , vol.38 , Issue.11 , pp. 39-41
    • Miller, G.A.1
  • 32
    • 0000130839 scopus 로고
    • Bayesian variable selection in linear regression [with discussion]
    • Mitchell, T. J., J. J. Beauchamp. 1988. Bayesian variable selection in linear regression [with discussion]. J. Amer. Statist. Assoc. 83(404) 1023-1036.
    • (1988) J. Amer. Statist. Assoc , vol.83 , Issue.404 , pp. 1023-1036
    • Mitchell, T.J.1    Beauchamp, J.J.2
  • 34
    • 0001240131 scopus 로고
    • Prepurchase information seeking for new cars and major household appliances
    • Newman, J. W., R. Staelin. 1972. Prepurchase information seeking for new cars and major household appliances. J. Marketing Res. 9(3) 249-257.
    • (1972) J. Marketing Res , vol.9 , Issue.3 , pp. 249-257
    • Newman, J.W.1    Staelin, R.2
  • 36
    • 0011584861 scopus 로고    scopus 로고
    • Internet marketing the news: Leveraging brand equity from marketplace to marketspace
    • Pauwels, K., E. Dans. 2001. Internet marketing the news: Leveraging brand equity from marketplace to marketspace. Brand Management 8(4) 303-314.
    • (2001) Brand Management , vol.8 , Issue.4 , pp. 303-314
    • Pauwels, K.1    Dans, E.2
  • 37
    • 80051622831 scopus 로고    scopus 로고
    • PC Pitstop TechTalk, (May 13)
    • PC Pitstop TechTalk. 2010. The state of PC security. (May 13), http://techtalk.pcpitstop.com/2010/05/13/the-state-of-pc-security.
    • (2010) The State of PC Security
  • 38
    • 80051628725 scopus 로고    scopus 로고
    • Chief Marketer (April 9)
    • Quinton, B. 2005. Cookies and the deletion dilemma. Chief Marketer (April 9), http://chiefmarketer.com/online_marketing/search/cookies_deletion_0409.
    • (2005) Cookies and The Deletion Dilemma
    • Quinton, B.1
  • 39
    • 0038146828 scopus 로고    scopus 로고
    • The impact of the Internet on information search for automobiles
    • Ratchford, B. T., M.-S. Lee, D. Talukdar. 2003. The impact of the Internet on information search for automobiles. J. Marketing Res. 40(2) 193-209.
    • (2003) J. Marketing Res , vol.40 , Issue.2 , pp. 193-209
    • Ratchford, B.T.1    Lee, M.-S.2    Talukdar, D.3
  • 40
    • 79952024482 scopus 로고    scopus 로고
    • From generic to branded: A model of spillover in paid search advertising
    • Forthcoming
    • Rutz, O. J., R. E. Bucklin. 2011. From generic to branded: A model of spillover in paid search advertising. J. Marketing Res. 48(1) Forthcoming.
    • (2011) J. Marketing Res , vol.48 , Issue.1
    • Rutz, O.J.1    Bucklin, R.E.2
  • 43
    • 84961924226 scopus 로고    scopus 로고
    • Comparison between the SSVS and the LASSO for genome-wide association studies
    • Srivastava, S., L. Chen. 2010. Comparison between the SSVS and the LASSO for genome-wide association studies. Comm. Inform. Systems 10(1) 39-52.
    • (2010) Comm. Inform. Systems , vol.10 , Issue.1 , pp. 39-52
    • Srivastava, S.1    Chen, L.2
  • 44
    • 78650572661 scopus 로고    scopus 로고
    • Facebook, MySpace confront privacy loophole
    • (May 21)
    • Steel, E., J. E. Vascellaro. 2010. Facebook, MySpace confront privacy loophole. Wall Street Journal (May 21) B1.
    • (2010) Wall Street Journal
    • Steel, E.1    Vascellaro, J.E.2
  • 45
    • 67649342377 scopus 로고    scopus 로고
    • Forecasting with many predictors
    • G. Elliott, C. W. J. Granger, A. Timmermann, eds, North-Holland, Amsterdam
    • Stock, J. H., M. W. Watson. 2006. Forecasting with many predictors. G. Elliott, C. W. J. Granger, A. Timmermann, eds. Handbook of Economic Forecasting. North-Holland, Amsterdam, 515-554.
    • (2006) Handbook of Economic Forecasting , pp. 515-554
    • Stock, J.H.1    Watson, M.W.2
  • 46
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani, R. 1996. Regression shrinkage and selection via the lasso. J. Roy. Statist. Soc. Ser. B 58(1) 267-288.
    • (1996) J. Roy. Statist. Soc. Ser. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 47
    • 0242295767 scopus 로고    scopus 로고
    • Bayesian factor regression models in the "large p, small n" paradigm
    • Oxford University Press, New York
    • West, M. 2003. Bayesian factor regression models in the "large p, small n" paradigm. Bayesian Statistics: Proc. Seventh Valencia Internat. Meeting. Oxford University Press, New York, 723-732.
    • (2003) Bayesian Statistics: Proc. Seventh Valencia Internat. Meeting , pp. 723-732
    • West, M.1
  • 49
    • 77958519098 scopus 로고    scopus 로고
    • Analyzing the relationship between organic and sponsored search advertising: Positive, negative, or zero interdependence?
    • Yang, S., A. Ghose. 2010. Analyzing the relationship between organic and sponsored search advertising: Positive, negative, or zero interdependence? Marketing Sci. 29(4) 602-623.
    • (2010) Marketing Sci , vol.29 , Issue.4 , pp. 602-623
    • Yang, S.1    Ghose, A.2
  • 50
    • 79955053639 scopus 로고    scopus 로고
    • A dynamic model of sponsored search advertising
    • Yao, S., C. F. Mela. 2011. A dynamic model of sponsored search advertising. Marketing Sci. 30(3) 447-468.
    • (2011) Marketing Sci , vol.30 , Issue.3 , pp. 447-468
    • Yao, S.1    Mela, C.F.2
  • 51
    • 33747641675 scopus 로고    scopus 로고
    • Data pruning in consumer choice models
    • Zanutto, E., E. Bradlow. 2006. Data pruning in consumer choice models. Quant. Marketing Econom. 4(3) 267-287.
    • (2006) Quant. Marketing Econom , vol.4 , Issue.3 , pp. 267-287
    • Zanutto, E.1    Bradlow, E.2
  • 52
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • Zou, H., T. Hastie. 2005. Regularization and variable selection via the elastic net. J. Roy. Statist. Soc. Ser. B 67(2) 301-320.
    • (2005) J. Roy. Statist. Soc. Ser. B , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2


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