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Error Analysis and Comparison of Two Algorithms Measuring Compensated Income

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  • Zhen Sun
  • Yang Xie

Abstract

We analyze and compare the errors of two numerical approaches for measuring compensated income. We prove that Vartia’s algorithm and Breslaw and Smith’s algorithm both converge quadratically; when the price change within each partition step is small, the error of Vartia’s algorithm is approximately half that of Breslaw and Smith’s algorithm. A theorem and the appropriate simulations with three different demand systems correct the existing error analysis of the two algorithms, and demonstrate that Vartia’s algorithm is more accurate than Breslaw and Smith’s. Copyright Springer Science+Business Media New York 2013

Suggested Citation

  • Zhen Sun & Yang Xie, 2013. "Error Analysis and Comparison of Two Algorithms Measuring Compensated Income," Computational Economics, Springer;Society for Computational Economics, vol. 42(4), pages 433-452, December.
  • Handle: RePEc:kap:compec:v:42:y:2013:i:4:p:433-452
    DOI: 10.1007/s10614-012-9344-9
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    1. Irvine, Ian J & Sims, William A, 1998. "Measuring Consumer Surplus with Unknown Hicksian Demands," American Economic Review, American Economic Association, vol. 88(1), pages 314-322, March.
    2. Parks, Richard W, 1969. "Systems of Demand Equations: An Empirical Comparison of Alternative Functional Forms," Econometrica, Econometric Society, vol. 37(4), pages 629-650, October.
    3. Manuel S. Santos & Jesus Vigo-Aguiar, 1998. "Analysis of a Numerical Dynamic Programming Algorithm Applied to Economic Models," Econometrica, Econometric Society, vol. 66(2), pages 409-426, March.
    4. Jeffrey T. LaFrance & W. Michael Hanemann, 1989. "The Dual Structure of Incomplete Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(2), pages 262-274.
    5. Vartia, Yrjo O, 1983. "Efficient Methods of Measuring Welfare Change and Compensated Income in Terms of Ordinary Demand Functions," Econometrica, Econometric Society, vol. 51(1), pages 79-98, January.
    6. Breslaw, Jon A & Smith, J Barry, 1995. "A Simple and Efficient Method for Estimating the Magnitude and Precision of Welfare Changes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(3), pages 313-327, July-Sept.
    7. Dumagan, Jesus C. & Mount, Timothy D., 1997. "Approximating compensated income from ordinary demand functions1," Economics Letters, Elsevier, vol. 55(2), pages 191-201, August.
    8. Porter-Hudak, Susan & Hayes, Kathy, 1991. "A numerical methods approach to calculating cost-of-living indices," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 91-105, October.
    9. Hausman, Jerry A & Newey, Whitney K, 1995. "Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss," Econometrica, Econometric Society, vol. 63(6), pages 1445-1476, November.
    10. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680, Decembrie.
    11. Porter-Hudak, Susan & Hayes, Kathy, 1986. "The statistical precision of a numerical methods estimator as applied to welfare loss," Economics Letters, Elsevier, vol. 20(3), pages 255-257.
    12. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    13. Ian J. Irvine & William A. Sims, 2002. "A simple and efficient method for estimating the magnitude and precision of welfare changes: comment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(1), pages 81-83.
    14. Yoshihara, Kunio, 1969. "Demand Functions: An Application to the Japanese Expenditure Pattern," Econometrica, Econometric Society, vol. 37(2), pages 257-274, April.
    15. Judd, Kenneth L., 1992. "Projection methods for solving aggregate growth models," Journal of Economic Theory, Elsevier, vol. 58(2), pages 410-452, December.
    16. Hausman, Jerry A, 1981. "Exact Consumer's Surplus and Deadweight Loss," American Economic Review, American Economic Association, vol. 71(4), pages 662-676, September.
    17. Hayes, K & Porter-Hudak, S, 1987. "Deadweight Loss: Theoretical Size Relationships and the Precision of Measurement," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(1), pages 47-52, January.
    18. George McKenzie & Ivor Pearce, 1976. "Exact Measures of Welfare and the Cost of Living," Review of Economic Studies, Oxford University Press, vol. 43(3), pages 465-468.
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