Estimating Position and Social Influence Effects in Online Search
References
- (1992) A simple model of herd behavior. Quart. J. Econom. 107(3):797–817.Crossref, Google Scholar
- (1992) A theory of fads, fashion, custom, and cultural change as informational cascades. J. Political Econom. 100(5):992–1026.Crossref, Google Scholar
- (2009) Observational learning: Evidence from a randomized natural field experiment. Amer. Econom. Rev. 99(3):864–882.Crossref, Google Scholar
- (2023) Generic aversion and observational learning in the over-the-counter drug market. Amer. Econom. J.: Appl. Econom. 15(3):380–410.Crossref, Google Scholar
- (2004) Distinguishing informational cascades from herd behavior in the laboratory. Amer. Econom. Rev. 94(3):484–498.Crossref, Google Scholar
- (2023) Approximating Pandora’s box with correlations. Megow N, Smith A, eds. Approximation Randomization Combin. Optim.: Algorithms Techniques (APPROX/RANDOM 2023) (Schloss Dagstuhl–Leibniz-Zentrum für Informatik, Wadern, Germany), 26:1–26:24.Google Scholar
- (2020) Pandora’s box with correlations: Learning and approximation. IEEE 61st Annual Sympos. Foundations Comput. Sci. (FOCS) (IEEE, Piscataway, NJ), 1214–1225.Google Scholar
- (2017) Sequential search with refinement: Model and application with click-stream data. Management Sci. 63(12):4345–4365.Link, Google Scholar
- (2011) Online social interactions: A natural experiment on word of mouth versus observational learning. J. Marketing Res. 48(2):238–254.Crossref, Google Scholar
- (2010) Consumer learning and heterogeneity: Dynamics of demand for prescription drugs after patent expiration. Internat. J. Indust. Organ. 28(6):619–638.Crossref, Google Scholar
- (2020) A structural model of correlated learning and late-mover advantages: The case of statins. Management Sci. 66(3):1095–1123.Link, Google Scholar
- (2019) Monetizing online marketplaces. Marketing Sci. 38(6):948–972.Abstract, Google Scholar
- (2019) Estimation of Sequential Search Models (The University of Chicago, Chicago).Google Scholar
- (2024) Online search and optimal product rankings: An empirical framework. Marketing Sci. 43(3):615–636.Link, Google Scholar
- (2017) Optimizing click-through in online rankings with endogenous search refinement. Marketing Sci. 36(4):542–564.Link, Google Scholar
- (2018) Just starting out: Learning and equilibrium in a new market. Amer. Econom. Rev. 108(3):565–615.Crossref, Google Scholar
- (1998) An empirical analysis of umbrella branding. J. Marketing Res. 35(3):339–351.Crossref, Google Scholar
- (1989) Bayesian inference in econometric models using Monte Carlo integration. Econometrica 57(6):1317–1339.Crossref, Google Scholar
- (2014) Examining the impact of ranking on consumer behavior and search engine revenue. Management Sci. 60(7):1632–1654.Link, Google Scholar
- (2021) Heterogeneous position effects and the power of rankings. Preprint, submitted June 30, https://arxiv.org/html/2210.16408v4.Google Scholar
- (1998) The method of simulated scores for the estimation of LDV models. Econometrica 66(4):863–896.Crossref, Google Scholar
- (1979) Sample selection bias as a specification error. Econometrica 47(1):153–161.Crossref, Google Scholar
- (2006) Measuring the implications of sales and consumer inventory behavior. Econometrica 74(6):1637–1673.Crossref, Google Scholar
- (2012) Observational learning and demand for search goods. Amer. Econom. J.: Microeconom. 4(1):1–31.Crossref, Google Scholar
- (2014) Quantifying search and switching costs in the US auto insurance industry. RAND J. Econom. 45(4):847–884.Crossref, Google Scholar
- (2017) Simultaneous or sequential? Search strategies in the US auto insurance industry. Marketing Sci. 36(1):21–42.Link, Google Scholar
- (2000) When choice is demotivating: Can one desire too much of a good thing? J. Personality Soc. Psych. 79(6):995–1006.Crossref, Google Scholar
- (2021) Consumer search and purchase: An empirical investigation of retargeting based on consumer online behaviors. Marketing Sci. 40(2):219–240.Link, Google Scholar
- (2008) Pseudo-likelihood estimation and bootstrap inference for structural discrete Markov decision models. J. Econometrics 146(1):92–106.Crossref, Google Scholar
- (1994) A computationally practical simulation estimator for panel data. Econometrica 62(1):95–116.Crossref, Google Scholar
- (2010) Online demand under limited consumer search. Marketing Sci. 29(6):1001–1023.Link, Google Scholar
- (2017) The probit choice model under sequential search with an application to online retailing. Management Sci. 63(11):3911–3929.Link, Google Scholar
- (2012) Quantifying social influence in an online cultural market. PLoS One 7(5):e33785.Crossref, Google Scholar
- (2024) How does a firm adapt in a changing world? The case of prosper marketplace. Marketing Sci. 43(3):673–693.Link, Google Scholar
- (1989) A method of simulated moments for estimation of discrete response models without numerical integration. Econometrica 57(5):995–1026.Crossref, Google Scholar
- (1997) Consumer information search revisited: Theory and empirical analysis. J. Consumer Res. 23(4):263–277.Crossref, Google Scholar
- (2023) Targeting advertising spending and price on the hotelling line. Marketing Sci. 42(6):1057–1079.Link, Google Scholar
- (2017) Prices and heterogeneous search costs. RAND J. Econom. 48(1):125–146.Crossref, Google Scholar
- (2023) Consumer search and prices in the automobile market. Rev. Econom. Stud. 90(3):1394–1440.Crossref, Google Scholar
- (2002) Estimation and inference in two-step econometric models. J. Bus. Econom. Statist. 20(1):88–97.Crossref, Google Scholar
- (2015) Position effects in search advertising and their moderators: A regression discontinuity approach. Marketing Sci. 34(3):388–407.Link, Google Scholar
- (2016) An empirical study of observational learning. RAND J. Econom. 47(2):394–432.Crossref, Google Scholar
- (2015a) A more general Pandora’s rule? Preprint, submitted September 30, https://arxiv.org/abs/1509.09095.Google Scholar
- (2015b) A more general Pandora rule? J. Econom. Theory 160:429–437.Crossref, Google Scholar
- (1993) The Adaptive Decision Maker (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (1982) Cost-benefit models for explaining consumer choice and information seeking behavior. Management Sci. 28(2):197–212.Link, Google Scholar
- (2020) The effect of links and excerpts on internet news consumption. J. Marketing Res. 57(3):395–421.Crossref, Google Scholar
- (2012) A latent instrumental variables approach to modeling keyword conversion in paid search advertising. J. Marketing Res. 49(3):306–319.Crossref, Google Scholar
- (2008) Data from success and failure in cultural markets. Supplement to unpublished doctoral dissertation, Department of Sociology, Columbia University, New York.Google Scholar
- (2008) Leading the herd astray: An experimental study of self-fulfilling prophecies in an artificial cultural market. Soc. Psych. Quart. 71(4):338–355.Crossref, Google Scholar
- (2009) Web-based experiments for the study of collective social dynamics in cultural markets. Topics Cognitive Sci. 1(3):439–468.Crossref, Google Scholar
- (2006) Experimental study of inequality and unpredictability in an artificial cultural market. Science 311(5762):854–856.Crossref, Google Scholar
- (2007) Buying behavior as a function of parametric variation of number of choices. Psych. Sci. 18(5):369–370.Crossref, Google Scholar
- (2019) U-shaped conformity in online social networks. Marketing Sci. 38(3):461–480.Link, Google Scholar
- (2024) A heuristic approach to explore: The value of perfect information. Management Sci. 70(5):3200–3224.Link, Google Scholar
- (2008) Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling. J. Health Econom. 27(3):531–543.Crossref, Google Scholar
- (2011) How does popularity information affect choices? A field experiment. Management Sci. 57(5):828–842.Link, Google Scholar
- (2018) The power of rankings: Quantifying the effect of rankings on online consumer search and purchase decisions. Marketing Sci. 37(4):530–552.Link, Google Scholar
- (2024) The sequential search model: A framework for empirical research. Quant. Marketing Econom. 23:165–213.Crossref, Google Scholar
- (1979) Optimal search for the best alternative. Econometrica 47(3):641–654.Crossref, Google Scholar
- (2014) Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables. J. Econometrics 182(1):226–234.Crossref, Google Scholar
- (2010) The sound of silence: Observational learning in the US kidney market. Marketing Sci. 29(2):315–335.Link, Google Scholar
- (2012) Rational herding in microloan markets. Management Sci. 58(5):892–912.Link, Google Scholar

