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Autor: =Coelho, Carlos A.
2 registros cumplieron la condición especificada en la base de información BIBCYT. ()
Registro 1 de 2, Base de información BIBCYT
Publicación seriada
Referencias AnalíticasReferencias Analíticas
Autor: Grillo, Luis M. ; Coelho, Carlos A.
Título: Development and comparative study of two near-exact approximations to the distribution of the product of an odd number of independent Beta random variables
Páginas/Colación: p1560-1575, 16p
Journal of Statistical Planning and Inference Vol. 137, no. 5 May 2007
Información de existenciaInformación de existencia

Resumen
Using the concept of near-exact approximation to a distribution we developed two different near-exact approximations to the distribution of the product of an odd number of particular independent Beta random variables (r.v.'s). One of them is a particular generalized near-integer Gamma (GNIG) distribution and the other is a mixture of two GNIG distributions. These near-exact distributions are mostly adequate to be used as a basis for approximations of distributions of several statistics used in multivariate analysis. By factoring the characteristic function (c.f.) of the logarithm of the product of the Beta r.v.'s, and then replacing a suitably chosen factor of that c.f. by an adequate asymptotic result it is possible to obtain what we call a near-exact c.f., which gives rise to the near-exact approximation to the exact distribution. Depending on the asymptotic result used to replace the chosen parts of the c.f., one may obtain different near-exact approximations. Moments from the two near-exact approximations developed are compared with the exact ones. The two approximations are also compared with each other, namely in terms of moments and quantiles.

Registro 2 de 2, Base de información BIBCYT
Publicación seriada
Referencias AnalíticasReferencias Analíticas
Autor: Alberto, Rui P. ; Coelho, Carlos A.
Título: Study of the quality of several asymptotic and near-exact approximations based on moments for the distribution of the Wilks Lambda statistic
Páginas/Colación: p1612-1626, 15p
Journal of Statistical Planning and Inference Vol. 137, no. 5 May 2007
Información de existenciaInformación de existencia

Resumen
In this paper a measure of proximity of distributions, when moments are known, is proposed. Based on cases where the exact distribution is known, evidence is given that the proposed measure is accurate to evaluate the proximity of quantiles (exact vs. approximated). The measure may be applied to compare asymptotic and near-exact approximations to distributions, in situations where although being known the exact moments, the exact distribution is not known or the expression for its probability density function is not known or too complicated to handle. In this paper the measure is applied to compare newly proposed asymptotic and near-exact approximations to the distribution of the Wilks Lambda statistic when both groups of variables have an odd number of variables. This measure is also applied to the study of several cases of telescopic near-exact approximations to the exact distribution of the Wilks Lambda statistic based on mixtures of generalized near-integer gamma distributions.

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

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