Bayesian Estimation of a Dynamic Model of Two-Sided Markets: Application to the U.S. Video Game Industry

References

• Ackerberg D, Gowrisankaran G (2006) Quantifying equilibrium network externalities in the ACH banking industry. RAND J. Econom. 37(3):738–761.Crossref, Google Scholar
• Aguirregabiria V, Mira P (2007) Sequential estimation of dynamic discrete games. Econometrica 75(1):1–53.Crossref, Google Scholar
• Albert JH, Chib S (1993) Bayesian analysis of binary and polychotomous response data. J. Amer. Statist. Assoc. 88(422):669–675.Crossref, Google Scholar
• Armstrong M (2006) Competition in two-sided markets. RAND J. Econom. 37(3):668–691.Crossref, Google Scholar
• Berry S, Levinsohn J, Pakes A (1995) Automobile prices in market equilibrium. Econometrica 63(4):841–890.Crossref, Google Scholar
• Caillaud B, Jullien B (2003) Chicken and egg: Competition among intermediation service providers. RAND J. Econom. 34(2):309–328.Crossref, Google Scholar
• Clements M, Ohashi H (2005) Indirect network effects and the product cycle: Video games in the U.S. 1994–2002. J. Indust. Econom. 53(4):515–542.Crossref, Google Scholar
• Coase R (1972) Durability and monopoly. J. Law Econom. 15(1):143–149.Crossref, Google Scholar
• Conlon C (2012) A dynamic model of costs and margins in the LCD TV industry. Working paper, Columbia University, New York.Google Scholar
• Coughlan PJ (2001) Note on home video game technology and industry structure. HBS Case 9-700-107, Harvard Business School, Boston.Google Scholar
• Crawford G, Shum M (2005) Uncertainty and learning in pharmaceutical demand. Econometrica 73(4):1137–1173.Crossref, Google Scholar
• Derdenger T (2014) Technological tying and the intensity of price competition: An empirical analysis of the video game industry. Quant. Marketing Econom. 12(2):127–165.Crossref, Google Scholar
• Dube JP, Fox JT, Su C-L (2012) Improving the numerical performance of static and dynamic aggregate discrete choice random coefficients demand estimation. Econometrica 80(5):2231–2267.Crossref, Google Scholar
• Dube JP, Hitsch GJ, Chintagunta PK (2010) Tipping and concentration in markets with indirect network effects. Marketing Sci. 29(2):216–249.Link, Google Scholar
• Gandal N, Kende M, Rob R (2000) The dynamics of technological adoption in hardware/software system: The case of compact disc players. RAND J. Econom. 31(1):43–61.Crossref, Google Scholar
• Gowrisankaran G, Rysman M (2012) Dynamics of consumer demand for new durable goods. J. Political Econom. 120(6):1173–1219.Crossref, Google Scholar
• Gowrisankaran G, Stavins J (2004) Network externalities and technology adoption: Lessons from electronic payments. RAND J. Econom. 35(2):260–276.Crossref, Google Scholar
• Hagiu A (2006) Pricing and commitment by two-sided platforms. RAND J. Econom. 37(3):720–737.Crossref, Google Scholar
• Hendel I, Nevo A (2013) Intertemporal price discrimination in storable goods markets. Amer. Econom. Rev. 103(7):2722–2751.Crossref, Google Scholar
• Ho K (2009) Insurer-provider networks in the medical care market. Amer. Econom. Rev. 99(1):393–430.Crossref, Google Scholar
• Imai S, Jain N, Ching A (2009) Bayesian estimation of dynamic discrete choice models. Econometrica 77(6):1865–1899.Crossref, Google Scholar
• Ishihara M, Ching A (2012) Dynamic demand for new and used durable goods without physical depreciation: The case of Japanese video games. Working paper, New York University, New York.Google Scholar
• Jiang R, Manchanda P, Rossi PE (2009) Bayesian analysis of random coefficient logit models using aggregate data. J. Econometrics 149(2):136–148.Crossref, Google Scholar
• Keane M, Wolpin K (1994) The solution and estimation of discrete choice dynamic programming models by simulation and interpolation: Monte Carlo evidence. Rev. Econom. Statist. 76(4):648–672.Crossref, Google Scholar
• Lee R (2013) Vertical integration and exclusivity in platform and two-sided markets. Amer. Econom. Rev. 103(7):2960–3000.Crossref, Google Scholar
• Liu H (2010) Dynamics of pricing in the video game console market: Skimming or penetration? J. Marketing Res. 47(3):428–443.Crossref, Google Scholar
• McCulloch R, Rossi PE (1994) An exact likelihood analysis of the multinomial probit model. J. Econometrics 64(1–2):207–240.Crossref, Google Scholar
• Nair H (2007) Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games. Quant. Marketing Econom. 5(3):239–292.Crossref, Google Scholar
• Nair H, Chintagunta P, Dube J (2004) Empirical analysis of indirect network effects in the market for personal digital assistants. Quant. Marketing Econom. 2(1):23–58.Crossref, Google Scholar
• Norets A (2009) Inference in dynamic discrete choice models with serially correlated unobserved state variables. Econometrica 77(5):1665–1682.Crossref, Google Scholar
• Pakes A, McGuire P (2001) Stochastic algorithms, symmetric Markov perfect equilibrium, and the curse of dimensionality. Econometrica 69(5):1261–1281.Crossref, Google Scholar
• Rochet J-C, Tirole J (2006) Two-sided markets: A progress report. RAND J. Econom. 35(3):645–667.Crossref, Google Scholar
• Romeo CJ (2007) A Gibbs sampler for mixed logit analysis of differentiated product markets using aggregate data. Comput. Econom. 29(1):33–68.Crossref, Google Scholar
• Rust J (1997) Using randomization to break the curse of dimensionality. Econometrica 65(3):487–516.Crossref, Google Scholar
• Rysman M (2004) Competition between networks: A study of the market for yellow pages. Rev. Econom. Stud. 71(2):483–512.Crossref, Google Scholar
• Rysman M (2009) The economics of two-sided markets. J. Econom. Perspect. 23(3):125–143.Crossref, Google Scholar
• Seim K (2006) An empirical model of firm entry with endogenous product-type choices. RAND J. Econom. 37(3):619–640.Crossref, Google Scholar
• Stokey NL (1982) Rational expectations and durable goods pricing. Bell J. Econom. 12(1):112–128.Crossref, Google Scholar
• Weyl EG (2010) The price theory of multi-sided platforms. Amer. Econom. Rev. 100(4):1642–1672.Crossref, Google Scholar