Normal log-normal mixture, leptokurtosis and skewness
Author: Yang, Minxian
Source: Applied Economics Letters, Volume 15, Number 9, July 2008 , pp. 737-742(6)
Abstract:
The normal log-normal mixture (NLNM) is considered for modelling leptokurtosis and skewness. The moment of the mixture is shown to be finite for any positive order. The expectations of exponential functions of the NLNM variable are also investigated. The kurtosis and skewness of the NLNM are explicitly shown to be determined by the variance of the log normal and the correlation between the normal and log normal. A set of cross-sectional data is fitted to the NLNM to illustrate that idiosyncratic variances may be modelled by the mixture.Document Type: Research article
DOI: http://dx.doi.org/10.1080/13504850600749073
Affiliations: 1: School of Economics, The University of New South Wales, Sydney, NSW, Australia
Publication date: 2008-07-01
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