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Choice Of Flexible Functional Forms: Review And Appraisal

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  • Thompson, Gary D.

Abstract

Choice between alternative flexible functional forms has received little explicit treatment in many empirical agricultural studies. Theoretical criteria and empirical techniques for choosing between flexible functional forms are reviewed. Theoretical topics include definitions of flexibility, mathematical expansions, separability, and regular regions. Empirical techniques examined are Monte Carlo analysis, parametric modeling, bayesian inference, and nonnested hypothesis testing. Comparison of the full range of theoretical and empirical aspects may provide more credible and reliable empirical estimates when consumer or producer duality assumptions are appropriate in agricultural applications.

Suggested Citation

  • Thompson, Gary D., 1988. "Choice Of Flexible Functional Forms: Review And Appraisal," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 13(2), pages 1-15, December.
  • Handle: RePEc:ags:wjagec:32127
    DOI: 10.22004/ag.econ.32127
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    1. Wales, Terence J., 1977. "On the flexibility of flexible functional forms : An empirical approach," Journal of Econometrics, Elsevier, vol. 5(2), pages 183-193, March.
    2. Gallant, A. Ronald & Golub, Gene H., 1984. "Imposing curvature restrictions on flexible functional forms," Journal of Econometrics, Elsevier, vol. 26(3), pages 295-321, December.
    3. William A. Barnett, 2000. "New Indices of Money Supply and the Flexible Laurent Demand System," Contributions to Economic Analysis, in: The Theory of Monetary Aggregation, pages 325-359, Emerald Group Publishing Limited.
    4. Byron, Ray P & Bera, Anil K, 1983. "Least Squares Approximations to Unknown Regression Functions: A Comment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(1), pages 255-260, February.
    5. M. Denny, 1974. "The Relationship Between Functional Forms for the Production System," Canadian Journal of Economics, Canadian Economics Association, vol. 7(1), pages 21-31, February.
    6. Barnhart, Scott W & Whitney, Gerald A, 1988. "Nonparametric Analysis in Parametric Estimation: An Application to Translog Demand Systems," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 149-153, February.
    7. Rossi, Peter E., 1985. "Comparison of alternative functional forms in production," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 345-361.
    8. repec:bla:scandj:v:81:y:1979:i:4:p:459-74 is not listed on IDEAS
    9. Barnett, William A. & Lee, Yul W. & Wolfe, Michael D., 1985. "The three-dimensional global properties of the minflex laurent, generalized leontief, and translog flexible functional forms," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 3-31.
    10. Chambers, Robert G., 1982. "Relevance Of Duality Theory To The Practicing Agricultural Economist: Discussion," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 7(2), pages 1-6, December.
    11. W.A. Barnett & J.M. Binner, 2004. "The Global Properties of the Minflex Laurent, Generalized Leontief, and Translog Flexible Functional Forms," Contributions to Economic Analysis, in: Functional Structure and Approximation in Econometrics, pages 79-97, Emerald Group Publishing Limited.
    12. Hanoch, Giora & Rothschild, Michael, 1972. "Testing the Assumptions of Production Theory: A Nonparametric Approach," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 256-275, March-Apr.
    13. Barnett, William A. & Jonas, Andrew B., 1983. "The Muntz-Szatz demand system : An application of a globally well behaved series expansion," Economics Letters, Elsevier, vol. 11(4), pages 337-342.
    14. Dixon, Bruce L & Garcia, Philip & Anderson, Margot, 1987. "Usefulness of Pretests for Estimating Underlying Technologies Using Dual Profit Functions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 623-633, October.
    15. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
    16. A. Zellner & N. S. Revankar, 1969. "Generalized Production Functions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(2), pages 241-250.
    17. Appelbaum, Elie, 1979. "On the Choice of Functional Forms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(2), pages 449-458, June.
    18. Deaton, Angus S, 1978. "Specification and Testing in Applied Demand Analysis," Economic Journal, Royal Economic Society, vol. 88(351), pages 524-536, September.
    19. Hazilla, Michael & Kopp, Raymond J., 1986. "Testing for separable functional structure using temporary equilibrium models," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 119-141.
    20. Elbadawi, Ibrahim & Gallant, A Ronald & Souza, Geraldo, 1983. "An Elasticity Can Be Estimated Consistently without A Priori Knowledge of Functional Form," Econometrica, Econometric Society, vol. 51(6), pages 1731-1751, November.
    21. Godfrey, L. G. & Pesaran, M. H., 1983. "Tests of non-nested regression models: Small sample adjustments and Monte Carlo evidence," Journal of Econometrics, Elsevier, vol. 21(1), pages 133-154, January.
    22. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
    23. W.A. Barnett, 2004. "The Minflex Laurent Translog Flexible Functional Form," Contributions to Economic Analysis, in: Functional Structure and Approximation in Econometrics, pages 99-110, Emerald Group Publishing Limited.
    24. Blackorby, Charles & Primont, Daniel & Russell, R. Robert, 1977. "On testing separability restrictions with flexible functional forms," Journal of Econometrics, Elsevier, vol. 5(2), pages 195-209, March.
    25. Denny, Michael & Fuss, Melvyn A, 1977. "The Use of Approximation Analysis to Test for Separability and the Existence of Consistent Aggregates," American Economic Review, American Economic Association, vol. 67(3), pages 404-418, June.
    26. Chalfant, James A. & Gallant, A. Ronald, 1985. "Estimating substitution elasticities with the Fourier cost function : Some Monte Carlo results," Journal of Econometrics, Elsevier, vol. 28(2), pages 205-222, May.
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    2. Ali, Mubarik & Byerlee, Derek, 2000. "Productivity growth and resource degradation in Pakistan's Punjab - a decomposition analysis," Policy Research Working Paper Series 2480, The World Bank.
    3. Chanjin Chung & Seongjin Park & Jungmin Lee, 2018. "Estimating bilateral market power of processors and retailers in the U.S. beef industry," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 771-792, October.
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    7. Nubern, Chris A. & Purcell, Wayne D., 1997. "Competitiveness of Dairy Producers in a Deregulated Market," Staff Papers 232553, Virginia Polytechnic Institute and State University, Department of Agricultural and Applied Economics.
    8. Orea, Luis, 2019. "The Econometric Measurement of Firms’ Efficiency," Efficiency Series Papers 2019/02, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    9. Barbero, Javier & Behrens, Kristian & Zofío, José L., 2018. "Industry location and wages: The role of market size and accessibility in trading networks," Regional Science and Urban Economics, Elsevier, vol. 71(C), pages 1-24.
    10. Konstantinos Giannakas & K. Tran & Vangelis Tzouvelekas, 1999. "On the Choice of Functional Form in Stochastic Frontiers Models: A Box-Cox Approach," Working Papers 9915, University of Crete, Department of Economics.
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