Value Data and the Fisher Index

Abstract

In this paper we show how to use value data (price times quantity) to construct Fisher price and quantity indexes. In particular, we think of revenue and expenditure data. This model extends the work of Cross and F?re, who showed how to recover relative prices from value data with no explicit price or quantity information. We examine the accuracy of our model over a range of price changes, firm sample sizes, and response variation, in a Monte Carlo experiment in which firms respond to price changes with error. The model outperforms it component indexes with accuracy levels that increase with response variation.

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Cross, R. and Färe, R. (2015) Value Data and the Fisher Index. Theoretical Economics Letters, 5, 262-267. doi: 10.4236/tel.2015.52031.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] Cobb, C.W. and Douglas, P.H. (1928) A Theory of Production. American Economic Review, 18, 139-165.
[2] Farrell, M.J. (1957) The Measurement of Productive Efficiency. Journal of the Royal Statistical Society, Series A, 120, 253-281. http://dx.doi.org/10.2307/2343100
[3] Shephard, R.W. (1953) Cost and Production Functions. Princeton University Press, Princeton.
[4] Bowley, A.L. (1899) Wages, Nominal and Real. In: Palgrave, R.H.I., Ed., Dictionary of Political Economy, Macmillan, London.
[5] Fisher, I. (1921) The Best Form of Index Number. Journal of the American Statistical Association, 17, 533-537. http://dx.doi.org/10.2307/2965310
[6] Fisher, I. (1922) The Making of Index Numbers. Houghton-Mifflin, Boston.
[7] Konüs, A.A. (1939) The Problem of the True Index of the Cost of Living. Econometrica, 7, 10-29. http://dx.doi.org/10.2307/1906997
[8] Diewert, W.E. (1976) Exact and Superlative Index Numbers. Journal of Econometrics, 4, 115-145. http://dx.doi.org/10.1016/0304-4076(76)90009-9
[9] Diewert, W.E. (1992) Fisher Ideal Output, Input, and Productivity Indexes Revisited. Journal of Productivity Analysis, 3, 211-248. http://dx.doi.org/10.1007/BF00158354
[10] Malmquist, S. (1953) Index Numbers and Indifference Surfaces. Trabajos de Estatistica, 4, 209-242. http://dx.doi.org/10.1007/BF03006863
[11] Afriat, S.N. (1967) The Construction of Utility Functions from Expenditure Data. International Economics Review, 8, 67-77. http://dx.doi.org/10.2307/2525382
[12] Afriat, S.N. (1972) Efficiency Estimation of Production Functions. International Economics Review, 13, 568-598. http://dx.doi.org/10.2307/2525845
[13] Cross, R.M. and Fare, R. (2009) Value Data and the Bennet Price and Quantity Indicators. Economics Letters, 102, 19-21. http://dx.doi.org/10.1016/j.econlet.2008.10.003
[14] Balk, B.M. (2008) Price and Quantity Index Numbers. Cambridge University Press, New York. http://dx.doi.org/10.1017/CBO9780511720758
[15] Varian, H.R. (1984) The Nonparametric Approach to Production Analysis. Econometrica, 52, 579-597. http://dx.doi.org/10.2307/1913466
[16] Fare, R. and Primont, D. (1995) Multi-Output Production and Duality: Theory and Applications. Kluwer Academic Publishers, Netherlands. http://dx.doi.org/10.1007/978-94-011-0651-1
[17] Kuosmanen, T., Cherchye, L. and Simplanen, T. (2006) The Law of One Price in Data Envelopment Analysis: Restricting Weight Flexibility across Firms. European Journal of Operational Research, 170, 735-757. http://dx.doi.org/10.1016/j.ejor.2004.07.063

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