Flexible Class of Skew‐Symmetric Distributions
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10 citations
Cites background or methods from "Flexible Class of Skew‐Symmetric Di..."
...For example, see Ma and Genton (2004), Barreto-Souza et al....
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...For example, see Ma and Genton (2004), Barreto-Souza et al. (2010), and Wang and Genton (2006), which considered flexible generalized skew-t (FGST), beta generalized exponential (BGE), and skew slash (SSL) distributions, respectively....
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10 citations
9 citations
Cites background from "Flexible Class of Skew‐Symmetric Di..."
...In addition, Ma and Genton (2004) introduced a flexible class of skewsymmetric distributions....
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...We should note that the univariate flexible skew-normal distribution, FSN , of Ma and Genton (2004), for K = 3 in (5), reduces to g x = 2 x x + x(3) (7)...
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9 citations
9 citations
Cites background from "Flexible Class of Skew‐Symmetric Di..."
...See e.g., Branco and Dey (2001), Azzalini and Capitanio (2003), Gupta (2003), Ma and Genton (2004), Nadarajah and Kotz (2006), G omez, Venegas, and Bolfarine (2007), Nadarajah (2007), Lin, Lee, and Hsieh (2007) and Cabral, Bolfarine, and Pereira (2008)....
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...Among them, Ma and Genton (2004) introduced the case GðxÞ ¼ Hð Pn i¼1 ki x2i 1Þ; where nis a positive integer, ki; 1 i n; are real numbers, and H is a symmetric c.d.f. Nadarajah and Kotz (2006) considered the special case that n¼ 1 and H is one of the following symmetric c.d.f.’s: normal, Cauchy,…...
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References
2,470 citations
"Flexible Class of Skew‐Symmetric Di..." refers background or methods in this paper
...This representation has been used by Azzalini & Capitanio (2003) to define certain distributions by perturbation of symmetry....
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...For K = 1, the pdf is always unimodal as was already noted by Azzalini (1985) for the univariate skew-normal distribution....
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...The case K = 1 corresponds to Azzalini & Dalla Valle's (1996) bivariate skew-normal distribution, which cannot capture the bimodality....
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...For K ¼ 1, the pdf is always unimodal as was already noted by Azzalini (1985) for the univariate skew-normal distribution....
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...In particular, for ,il = ,B2 = /33 = & = 0, the pdf is exactly the bivariate skew-normal proposed by Azzalini & Dalla Valle (1996), and known to be unimodal (see Fig....
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"Flexible Class of Skew‐Symmetric Di..." refers background in this paper
...Finally, note that the stochastic representation of FSSdistributions follows from the stochastic representation of SS distributions described byWang et al. (2004), see also Azzalini & Capitanio (2003)....
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...Similarly, multivariate distributions such as skew-t (Branco & Dey, 2001; Azzalini & Capitanio, 2003; Jones & Faddy, 2003; Sahu et al., 2003), skew-Cauchy (Arnold & Beaver, 2000) and other skewelliptical ones (Azzalini & Capitanio, 1999; Branco & Dey, 2001; Sahu et al., 2003) can be represented by…...
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...Jones & Faddy (2003) and Azzalini & Capitanio (2003) fit two forms of skew-t distributions to these data....
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...If each term has an odd order (all ks are odd), then the polynomial is called an odd polynomial, whereas if each term has an even order (all ks are even), it is called an even polynomial....
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