Summary
Frequently occuring functions of random variables, that arise in the area of applied statistics, are the Product and Ratio of pairs of not necessarily independent variates. As is the case in much statistical work, in practice, attempts to understand the underlying processes usually begin with the consideration of the mean and variance. Exact expressions are given for the mean and variance of a ratio of random variables under mildly restrictive conditions. In addition approximation results are obtained which, it is argued, may be of practical use in many of the cases, including normality, where the restrictions are violated.
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References
Frishman. F. (1971). On Ratios of Random Variables and an Application to a Non-linear Regression Problem. Ph.D. dissertation, The George Washington University.
Goodman, L. (1960). J. Amer. Statist. Assoc. 55, 708–713.
Hansen, M. H., Hurwitz, W. N. and Madow, W. G. (1953). Sample Survey Methods and Theory. Vols. I & I I. John Wiley and Sons, Inc.
Hartley, H. O. and Ross, A. (1954). Nature 174, 270–271.
Koop, J. C. (1973). J. Amer. Statist. Assoc. 68, 407.
Koop, J. C. (1964). J. of the Roy. Statist. Soc., Part B, 26, 484–486.
Patil, G. P. (1961). Sankhya Ser A J23, 269–280.
Pearson, K. (1910). Biometrika 531–541.
Rao, C. R. (1952). Advanced Statistical Methods in Biometrics Research. John Wiley and Sons, Inc.
Sukhatme, B. V. and David, I. P. (1973). J. of the Amer. Statist. Assoc. 68, 405–408
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© 1975 D. Reidel Publishing Company, Dordrecht-Holland
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Frishman, F. (1975). On the Arithmetic Means and Variances of Products and Ratios of Random Variables. In: Patil, G.P., Kotz, S., Ord, J.K. (eds) A Modern Course on Statistical Distributions in Scientific Work. NATO Advanced Study Institutes Series, vol 17. Springer, Dordrecht. https://doi.org/10.1007/978-94-010-1842-5_32
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DOI: https://doi.org/10.1007/978-94-010-1842-5_32
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