Random-Coefficients Logit Demand Estimation with Zero-Valued Market Shares
Published Online:15 Apr 2021https://doi.org/10.1287/mksc.2020.1280
References
- (2018) What do consumers consider before they choose? Identification from asymmetric demand responses. Working paper, Yale University, New Haven, CT.Google Scholar
- (2017) Nonparametric counterfactual predictions in neoclassical models of international trade. Amer. Econom. Rev. 107:633–689.Crossref, Google Scholar
- (1993) Semiparametric estimation of censored selection models with a nonparametric selection mechanism. J. Econometrics 58:3–29.Crossref, Google Scholar
- (2012) Pairwise-difference estimation of incomplete information games. J. Econometrics 168:1.Crossref, Google Scholar
- , , (2007) Pairwise difference estimation with nonparametric control variables. Internat. Econom. Rev. 48:1119–1158.Crossref, Google Scholar
- (1994) Estimating discrete-choice models of product differentiation. RAND J. Econom. 25:242–262.Crossref, Google Scholar
- (1995) Automobile prices in market equilibrium. Econometrica 63:841–890.Crossref, Google Scholar
- (1998) Logit demand estimation under competitive pricing behavior: An equilibrium framework. Management Sci. 44:1533–1547.Link, Google Scholar
- (2004) Endogeneity in semiparametric binary response models. Rev. Econom. Stud. 71:655–679.Crossref, Google Scholar
- (2015) The provision of convenience and variety by the market. RAND J. Econom. 46:480–498.Crossref, Google Scholar
- (2020) Consumer misinformation and the brand premium: A private lavel blind taste test. Marketing Sci. 39(2):382–406.Link, Google Scholar
- (2016) Zooming in on choice: How do consumers search for cameras online? Marketing Sci. 35:693–712.Link, Google Scholar
- (2008) Structural demand estimation with varying product availability. Marketing Sci. 27:1126–1131.Link, Google Scholar
- (2007) Estimation and confidence regions for parameter sets in econometric models. Econometrica 75:1243–1284.Crossref, Google Scholar
- , (2003) Balancing profitability and consumer welfare in a supermarket chain. Quant. Marketing Econom. 1:111–147.Crossref, Google Scholar
- (2006) Structural modeling in marketing: Review and assessment. Marketing Sci. 25:604–616.Link, Google Scholar
- (2009) Market structure and multiple equilibria in airline markets. Econometrica 77:1791–1828.Crossref, Google Scholar
- (2013) Demand estimation under incomplete product availability. Amer. Econom. J. Microeconom. 5:1–30.Crossref, Google Scholar
- (1988) Market Share Anal. (Kluwer Academic Publishers, Boston). Crossref, Google Scholar
- (1977) Monopolistic competition and optimum product diversity. Amer. Econom. Rev. 67:297–308.Google Scholar
- (2019) Microeconometric models of demand. Dube J-P, Rossi P, eds. The Handbook of the Economics of Marketing (North Holland, Amsterdam), 1–68.Google Scholar
- , (2012) Improving the numerical performance of static and dynamic aggregate discrete choice random coefficients demand estimation. Econometrica 80:2231–2267.Crossref, Google Scholar
- (1994) New product varieties and the measurement of international prices. Amer. Econom. Rev. 84:157–177.Google Scholar
- (2020) Measuring substitution patterns in differentiated products industries. Working paper, University of Pennsylvania, Philadelphia, PA.Google Scholar
- (2020) Estimating demand for differentiated products with zeroes in market share data. Working paper, University of Pennsylvania, Philadelphia, PA.Google Scholar
- (2005) An empirical investigation of the importance of cost-plus pricing. Management Auditing J. 20:125–137.Crossref, Google Scholar
- (1996) Do household scanner data provide representative inferences from brand choices: A comparison with store data. J. Marketing Res. 33:383–398.Crossref, Google Scholar
- (2019) Are poor cities cheap for everyone?: Non-homotheticity and the cost of living across U.S. cities. Working paper, University of Pennsylvania, Philadelphia, PA.Google Scholar
- (2014) Goods prices and availability in cities. Rev. Econom. Stud. 82:258–296.Crossref, Google Scholar
- (1978) Testing the accuracy, usefulness, and significance of probabilistic choice models: An information-theoretic approach. Oper. Res. 26:406–421.Link, Google Scholar
- (1990) An evaluation cost model of consideration sets. J. Consumer Res. 16:393–408.Crossref, Google Scholar
- (2008) Estimating trade flows: Trading partners and trading volumes. Quart. J. Econom. 123:441–487.Crossref, Google Scholar
- (2014) Quantifying search and switching costs in the U.S. auto insurance industry. RAND J. Econom. 45:847–884.Crossref, Google Scholar
- , (2005) Pairwise difference estimators for nonlinear models. Stock JH, Andrews D, eds. Identification and Inference for Econometric Models (Cambridge University Press, Cambridge, UK), 520–553.Google Scholar
- (2004) Confidence intervals for partially identified parameters. Econometrica 72:1845–1857.Crossref, Google Scholar
- (2020) Temporal distance and price responsiveness: Empirical investigation of the cruise industry. Management Sci. 66(11):5362–5388.Link, Google Scholar
- (2017) The probit choice model under sequential search with an application to online retailing. Management Sci. 63:3911–3929.Link, Google Scholar
- (2010) Online demand under limited consumer search. Marketing Sci. 29:1001–1023.Link, Google Scholar
- (2019) Control function corrections for unobserved factors in differentiated product models. Working paper, Michigan State University, Ann Arbor.Google Scholar
- (1980) Scale economies, product differentiation, and the pattern of trade. Amer. Econom. Rev. 70:950–959.Google Scholar
- (2008) Nonparametric estimation of conditional cdf and quantile functions with mixed categorical and continuous data. J. Bus. Econom. Statist. 26:423–434.Crossref, Google Scholar
- (2002) Inference on regressions with interval data on a regressor or outcome. Econometrica 70:519–546.Crossref, Google Scholar
- (1992) Nonparametric and distribution-free estimation of the binary threshold crossing and the binary choice models. Econometrica 60:239–270.Crossref, Google Scholar
- (2003) Price uncertainty and consumer search: A structural model of consideration set formation. Marketing Sci. 22:58–84.Link, Google Scholar
- (1997) Consumer information search revisited: Theory and empirical analysis. J. Consumer Res. 23:263–277.Crossref, Google Scholar
- (2001) Measuring market power in the ready-to-eat cereal industry. Econometrica 69:307–342.Crossref, Google Scholar
- (2011) Empirical models of consumer behavior. Annu. Rev. Econom. 3:51–75.Crossref, Google Scholar
- (2010) A control function approach to endogeneity in consumer choice models. J. Marketing Res. 47:3–13.Crossref, Google Scholar
- (2005) Pricing and Revenue Optimization (Stanford University Press, Stanford, CA). Crossref, Google Scholar
- (2001) Semiparametric estimation of censored selection models, chapter 6. Hsiao C, Morimune K, Powell JL, eds. Nonlinear Statist. Modeling (Cambridge University Press, Cambridge, UK), 165–196.Crossref, Google Scholar
- (1980) The value of information for selected appliances. J. Consum. Res. 17:14–25.Google Scholar
- (1980) The cost of thinking. J. Consumer Res. 17:99–111.Crossref, Google Scholar
- , (2010) Retail pricing? Higher profits through improved pricing processes. Retailing in the 21stCentury (SpringerLink, Heidelberg), 271–288.Google Scholar
- (1976) Product selection, fixed costs, and monopolistic competition. Rev. Econom. Stud. 43:217–235.Crossref, Google Scholar
- (2006) Avoiding aggregation bias in demand estimation: A multivariate promotional disaggregation approach. Quantitative Marketing Econom. 4:383–405.Crossref, Google Scholar

