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Transformation of Statistical Variables

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Book cover Econometrics

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Abstract

Transformations of many kinds are used in statistical method and theory including simple changes of unit of measurement to facilitate computation or understanding, and the linear transformations underlying the application and theory of multiple regression and the techniques of classical multivariate analysis. Nevertheless the word transformation in a statistical context normally brings to mind a non-linear transformation (to logs, square roots, etc.) of basic observations done with the objective of simplifying analysis and interpretation. This essay focuses on that aspect.

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Bibliography

  • Bartlett, M.S. 1947. The use of transformations. Biometrics 3, 39–52.

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  • Bickel, P.J. and Doksum, K.A. 1981. An analysis of transformations revisited. Journal of the American Statistical Association 76, 296–311.

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  • Box, G.E.P. and Cox, D.R. 1964. An analysis of transformations. Journal of the Royal Statistical Society, Series B 26, 211–43.

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  • Box, G.E.P. and Cox, D.R. 1982. An analysis of transformations revisited, rebutted. Journal of the American Statistical Association 77, 209–10.

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  • den Butter, F.A.G. and Verbon, H.A.A. 1982. The specification problem in regression analysis. International Statistical Review 50, 267–83.

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Authors

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John Eatwell Murray Milgate Peter Newman

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© 1990 Palgrave Macmillan, a division of Macmillan Publishers Limited

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Cox, D.R. (1990). Transformation of Statistical Variables. In: Eatwell, J., Milgate, M., Newman, P. (eds) Econometrics. The New Palgrave. Palgrave Macmillan, London. https://doi.org/10.1007/978-1-349-20570-7_35

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