The convolution of the normal and lognormal distributions

The convolution of the normal and lognormal distributions

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Article ID: iaor1993817
Country: South Africa
Volume: 25
Start Page Number: 99
End Page Number: 128
Publication Date: Jun 1991
Journal: South African Statistical Journal
Authors:
Keywords: mineral industries
Abstract:

Let Z be a three-parameter lognormal variate, U a normal with zero mean and define X=Z+U. The marginal distribution of X is then the convolution of the lognormal with the normal-a distribution which will be abbreviated to LNN. Expressions for the density and distribution function of the LNN are given, and its properties sketched. Maximum likelihood and method of moments estimators of the parameters of the LNN are given. Calibration requires the conditional distribution of X given Z. This is derived, along with the calibration curve E(X•Z) and its standard error function. An application of X-ray fluorescence counting of in situ gold grades is discussed.

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