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Skewed distributions generated by the normal kernel

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Author Info
Nadarajah, Saralees
Kotz, Samuel
Abstract

Following the recent paper by Gupta et al. (Some skew-symmetric models. Random Operators Stochastic Equations 10 (2002) 133) we generate skew probability density functions (pdfs) of the form 2f(u)G([lambda]u), where f is taken to be a normal pdf while the cumulative distributive function G is taken to come from one of normal, Student's t, Cauchy, Laplace, logistic or uniform distribution. The properties of the resulting distributions are studied. In particular, expressions for the nth moment and the characteristic function are derived. We also provide graphical illustrations and quantify the range of possible values of skewness and kurtosis.

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Article provided by Elsevier in its journal Statistics & Probability Letters.

Volume (Year): 65 (2003)
Issue (Month): 3 (November)
Pages: 269-277
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Handle: RePEc:eee:stapro:v:65:y:2003:i:3:p:269-277

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  1. Samuel Kotz & Donatella Vicari, 2005. "Survey of developments in the theory of continuous skewed distributions," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(2), pages 225-261. [Downloadable!]
  2. Jose T.A.S. Ferreira & Mark F.J. Steel, 2004. "A Constructive Representation of Univariate Skewed Distributions," Econometrics 0403002, EconWPA. [Downloadable!]
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  3. Saralees Nadarajah, 2009. "Pearson type VII ratio distribution," Empirical Economics, Springer, vol. 37(1), pages 219-229, September. [Downloadable!] (restricted)
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