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dc.contributor.author | Headrick, Todd C. | |
dc.contributor.author | Pant, Mohan | |
dc.date.accessioned | 2013-02-01T22:27:08Z | |
dc.date.available | 2013-02-01T22:27:08Z | |
dc.date.issued | 2012 | |
dc.identifier.citation | Published in Statistica Neerlandica | en_US |
dc.identifier.uri | http://hdl.handle.net/10106/11270 | |
dc.description.abstract | This paper derives a procedure for simulating continuous non-normal distributions with specified L-moments and L-correlations in the context of power method polynomials of order three. It is demonstrated that the proposed procedure has computational advantages over the traditional product-moment procedure in terms of solving for intermediate correlations. Simulation results also demonstrate that the proposed L-moment-based procedure is an attractive alternative to the traditional procedure when distributions with more severe departures from normality are considered. Specifically, estimates of L-skew and L-kurtosis are superior to the conventional estimates of skew and kurtosis in terms of both relative bias and relative standard error. Further, the L-correlation also demonstrated to be less biased and more stable than the Pearson correlation. It is also shown how the proposed L-moment-based procedure can be extended to the larger class of power method distributions associated with polynomials of order five. | en_US |
dc.language.iso | en_US | en_US |
dc.publisher | Blackwell Publishing, | en_US |
dc.subject | Intermediate correlation | en_US |
dc.subject | Monte Carlo | en_US |
dc.subject | Multivariate | en_US |
dc.subject | NORTA | en_US |
dc.subject | Simulation | en_US |
dc.subject | Pseudo-random numbers | en_US |
dc.subject | Power method | en_US |
dc.title | Simulating non-normal distributions with specified L-moments and L-correlations | en_US |
dc.type | Article | en_US |
dc.publisher.department | Department of Curriculum & Instruction, The University of Texas at Arlington | |
dc.identifier.externalLinkDescription | The original publication is available at Article DOI | en_US |
dc.identifier.doi | http://dx.doi.org/10.1111/j.1467-9574.2012.00523.x | |
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