Estimating Demand Systems when Outcomes Are Correlated Count
AbstractWe develop a Bayesian posterior simulator for fitting a high dimensional system of ordinal or count outcome equations, illustrating its use by modeling the multiple site recreation demands of individual agents to a set of twenty-nine Iowa lakes. The model flexibly adjusts to match observed frequencies in trip outcomes, permits a flexible correlation pattern among the visited sites, and the posterior simulator for fitting this model is relatively easy to implement. We also describe how the model can be used to conduct counterfactual experiments, including predicting behavioral changes and describing welfare implications resulting from shifts in demographic and site characteristics.
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Bibliographic InfoPaper provided by Iowa State University, Department of Economics in its series Staff General Research Papers with number 12934.
Date of creation: 14 May 2008
Date of revision:
Publication status: Published in Journal of Econometrics 2008, vol. 147 no. 2, pp. 282-298
Contact details of provider:
Postal: Iowa State University, Dept. of Economics, 260 Heady Hall, Ames, IA 50011-1070
Phone: +1 515.294.6741
Fax: +1 515.294.0221
Web page: http://www.econ.iastate.edu
More information through EDIRC
recreation demand; Demand systems; counts; Bayesian analysis;
Other versions of this item:
- Herriges, Joseph A. & Phaneuf, Daniel J. & Tobias, Justin L., 2008. "Estimating demand systems when outcomes are correlated counts," Journal of Econometrics, Elsevier, vol. 147(2), pages 282-298, December.
- C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
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- Joseph A. Herriges & Daniel J. Phaneuf, 2002. "Inducing Patterns of Correlation and Substitution in Repeated Logit Models of Recreation Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1076-1090.
- Patrick J. Bayer & Christopher D. Timmins, 2004.
"Estimating Equilibrium Models of Sorting Across Locations,"
Yale School of Management Working Papers
ysm415, Yale School of Management.
- Patrick Bayer & Christopher Timmins, 2007. "Estimating Equilibrium Models Of Sorting Across Locations," Economic Journal, Royal Economic Society, vol. 117(518), pages 353-374, 03.
- Patrick Bayer & Christopher Timmins, 2003. "Estimating Equilibrium Models of Sorting across Locations," Working Papers 862, Economic Growth Center, Yale University.
- Herriges, Joseph A. & Phaneuf, Daniel J., 2002. "Inducing Patterns Correlation and Substitution in Repeated Logit Model of Recreation Demand," Staff General Research Papers 5035, Iowa State University, Department of Economics.
- Chib, Siddhartha & Greenberg, Edward & Winkelmann, Rainer, 1998.
"Posterior simulation and Bayes factors in panel count data models,"
Journal of Econometrics,
Elsevier, vol. 86(1), pages 33-54, June.
- Siddhartha Chib & Edward Greenberg & Rainer Winkelmann, 1996. "Posterior Simulation and Bayes Factors in Panel Count Data Models," Econometrics 9608003, EconWPA, revised 25 Nov 1996.
- Chib, Siddhartha & Winkelmann, Rainer, 2001. "Markov Chain Monte Carlo Analysis of Correlated Count Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 428-35, October.
- Dionne, Georges & Gagne, Robert & Gagnon, Francois & Vanasse, Charles, 1997.
"Debt, moral hazard and airline safety An empirical evidence,"
Journal of Econometrics,
Elsevier, vol. 79(2), pages 379-402, August.
- Dionne, G. & Gagne, R. & Gagnon, F. & Vanasse, C., 1993. "Debt, Moral Hazard and Airline Safety : An Empirical Evidence," Cahiers de recherche 9309, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Dionne, G. & Gagne, R. & Gagnon, F. & Vanasse, C., 1994. "Debts, moral hazard and airline safety : an empirica evidence," CEPREMAP Working Papers (Couverture Orange) 9419, CEPREMAP.
- Hausman, Jerry A, 1981. "Exact Consumer's Surplus and Deadweight Loss," American Economic Review, American Economic Association, vol. 71(4), pages 662-76, September.
- Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
- repec:cup:cbooks:9780521635677 is not listed on IDEAS
- Jeffrey Englin & Peter Boxall & David Watson, 1998. "Modeling Recreation Demand in a Poisson System of Equations: An Analysis of the Impact of International Exchange Rates," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(2), pages 255-263.
- Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2007.
"Bayesian Econometric Methods,"
Cambridge University Press, number 9780521671736, October.
- John Mullahy, 1997. "Instrumental-Variable Estimation Of Count Data Models: Applications To Models Of Cigarette Smoking Behavior," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 586-593, November.
- Wang, Peiming & Cockburn, Iain M & Puterman, Martin L, 1998. "Analysis of Patent Data--A Mixed-Poisson-Regression-Model Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(1), pages 27-41, January.
- Egan, Kevin J. & Herriges, Joseph A., 2006.
"Multivariate Count Data Regression Models with Individual Panel Data from an On-Site Sample,"
Staff General Research Papers
12573, Iowa State University, Department of Economics.
- Egan, Kevin & Herriges, Joseph, 2006. "Multivariate count data regression models with individual panel data from an on-site sample," Journal of Environmental Economics and Management, Elsevier, vol. 52(2), pages 567-581, September.
- Jeffrey T. LaFrance & W. Michael Hanemann, 1989. "The Dual Structure of Incomplete Demand Systems," Monash Economics Working Papers archive-21, Monash University, Department of Economics.
- repec:cup:cbooks:9780521632010 is not listed on IDEAS
- von Haefen, Roger H. & Phaneuf, Daniel J., 2003. "Estimating preferences for outdoor recreation:: a comparison of continuous and count data demand system frameworks," Journal of Environmental Economics and Management, Elsevier, vol. 45(3), pages 612-630, May.
- Ozuna, Teofilo, Jr & Gomez, Irma Adriana, 1994. "Estimating a System of Recreation Demand Functions Using a Seemingly Unrelated Poisson Regression Approach," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 356-60, May.
- Winkelmann, Rainer, 2000. " Seemingly Unrelated Negative Binomial Regression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(4), pages 553-60, September.
- Ruser, John W, 1991. "Workers' Compensation and Occupational Injuries and Illnesses," Journal of Labor Economics, University of Chicago Press, vol. 9(4), pages 325-50, October.
- Smith, Michael S. & Kauermann, Göran, 2011. "Bicycle commuting in Melbourne during the 2000s energy crisis: A semiparametric analysis of intraday volumes," Transportation Research Part B: Methodological, Elsevier, vol. 45(10), pages 1846-1862.
- Ferdous, Nazneen & Eluru, Naveen & Bhat, Chandra R. & Meloni, Italo, 2010. "A multivariate ordered-response model system for adults' weekday activity episode generation by activity purpose and social context," Transportation Research Part B: Methodological, Elsevier, vol. 44(8-9), pages 922-943, September.
- Bhattacharjee, Subhra & Kling, Catherine L. & Herriges, Joseph A., 2009. "Kuhn-Tucker Estimation of Recreation Demand – A Study of Temporal Stability," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49408, Agricultural and Applied Economics Association.
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