Summary of a SUN distribution object
Produce a summary of an object of class "SUNdistr"
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## S4 method for signature 'SUNdistr' summary(object, ...)
object: an object of class "SUNdistr"....: optional arguments passed to mom.mtruncnorm for the regulation of its working.qqAn S4-object with the following slots:
dp: the parameters of the distrbution, a list
name: the name of the distribution, a character string
compNames: the names of the components, a character vector
HcompNames: the names of the hidden components, a character vector
mean: the mean value, a vector
var.cov: the variance-covariance matrix
gamma1: the marginal indices of asymmetry, a vector
cum3: the third order cumulants, a three-dimensional array
mardia: the Mardia's measures of multivariate asymmetry and skewness, a vector of length two
Adelchi Azzalini
makeSUNdistr for building a SUN distribution object
methods mean and vcov
for computing the mean vector and the variance matrix of SUNdistr-class objects
Arellano-Valle, R. B. and Azzalini, A. (2021). Some properties of the unified skew-normal distribution. Statistical Papers, tools:::Rd_expr_doi("https://doi.org/10.1007/s00362-021-01235-2")
and arXiv:2011.06316
Azzalini, A. with the collaboration of Capitanio, A. (2014). The Skew-Normal and Related Families. Cambridge University Press, IMS Monographs series.
Omega <- matrix(c(5, 1, 1, 6), 2, 2) Delta <- matrix(c(0.30, 0.50, 0.50, 0.85), 2, 2, byrow=TRUE) Gamma <- matrix(c(1, 0.18, 0.18, 1), 2, 2) tau <- c(0.4, -0.8) dp2 <- list(x=c(1, 0), Omega=Omega, Delta=Delta, tau=tau, Gamma=Gamma) sun2 <- makeSUNdistr(dp=dp2, name="SUN2", compNames=c("u", "v")) s <- summary(sun2)