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Estimation Of A U.S. Dairy Sector Model By Maximum Simulated Likelihood

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  • Arias, Carlos
  • Cox, Thomas L.

Abstract

This paper estimates a multivariate Tobit system of monthly wholesale dairy prices where 4 prices are lower censored by the dairy price support program. Using Maximum Simulated Likelihood (MSL) we test/correct for the effects of simulation noise and discuss the relevance of estimating multivariate versus the single Tobit equations.

Suggested Citation

  • Arias, Carlos & Cox, Thomas L., 1998. "Estimation Of A U.S. Dairy Sector Model By Maximum Simulated Likelihood," Staff Papers 12617, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    • Handle: RePEc:ags:wisagr:12617
    DOI: 10.22004/ag.econ.12617
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    References listed on IDEAS

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    1. Borsch-Supan, Axel & Hajivassiliou, Vassilis A., 1993. "Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models," Journal of Econometrics, Elsevier, vol. 58(3), pages 347-368, August.
    2. Hajivassiliou, V A, 1994. "A Simulation Estimation Analysis of the External Debt Crises of Developing Countries," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(2), pages 109-131, April-Jun.
    3. Stern, Steven, 1992. "A Method for Smoothing Simulated Moments of Discrete Probabilities in Multinomial Probit Models," Econometrica, Econometric Society, vol. 60(4), pages 943-952, July.
    4. Lee, Lung-Fei & Pitt, Mark M, 1986. "Microeconometric Demand Systems with Binding Nonnegativity Constraints: The Dual Approach," Econometrica, Econometric Society, vol. 54(5), pages 1237-1242, September.
    5. Hajivassiliou, Vassilis & McFadden, Daniel & Ruud, Paul, 1996. "Simulation of multivariate normal rectangle probabilities and their derivatives theoretical and computational results," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 85-134.
    6. Bruce L. Dixon & Calvin R. Berry & Dwi Susanto, 1991. "Supply Impact of the Milk Diversion and Dairy Termination Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 633-640.
    7. Lee, Lung-Fei & Pitt, Mark M., 1984. "Microeconometric Models of Consumer and Producer Demand with Limited Dependent Variables," Bulletins 7495, University of Minnesota, Economic Development Center.
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    Keywords

    Livestock Production/Industries;

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