The Skew-Normal and Related Distributions Such as the Skew-t and the SUN
Affine transformations and marginals of a skew-elliptical distribution
Coefficients of objects created by selm
Skew-normal conditional distribution
Confidence intervals for parameters of a selm-class object
Conversion of CSN parameters to SUN parameters
Convert a SN distribution into a SUN
Multivariate skew-normal distribution
Multivariate skew- distribution and skew-Cauchy distribution
Conversion between parametrizations of a skew-elliptical distribution
Skew-Cauchy Distribution
Skew-Normal Distribution
Skew- Distribution
Extract the SEC error distribution from an object created by selm
Methods for objects of class created by fitdistr.grouped
Maximum-likelihood fitting of a univariate distribution from grouped d...
Four-number summary of a numeric vector
Mapping of the (Galton-Bowley, Moors) measures to the (, ) ...
Build a skew-elliptically contoured distribution
Build an object representing a SUN distribution
vech, tr and other matrix operators
The mode of a skew-elliptically contoured (SEC ) distribution
Package sn
: overview of the structure and main commands
Plot an object generated by fitdistr.grouped
Plotting methods for classes SECdistrUv
and SECdistrMv
Diagnostic plots for selm
fits
Plotting method for class SUNdistr
The distribution of the product of two jointly normal or t variabl...
Predict method for selm-class objects
Profile log-likelihood function of selm-class objects
Penalty function for log-likelihood of selm
models
Residuals and fitted values from selm
fits
Standard deviation
Class "SECdistrMv"
Class "SECdistrUv"
Classes selm
and mselm
of objects created by function selm
Fitting functions for selm
models
Fitting linear models with skew-elliptical error term
Package sn
: overview, background and history
Cumulants of univariate skew-normal and skew- distributions
Expected and observed Fisher information for SNand ST distributions
Spreading grouped data over intervals
Compute preliminary estimates for a linear model with ST-distributed e...
Classes summary.SECdistrMv
and summary.SECdistrUv
Summary of a SEC distribution object
Summarizing selm
fits
Class summary.SUNdistr
Summary of a SUN distribution object
The Unified Skew-Normal (SUN) probability distribution
Class "SUNdistr"
and its methods
Operations on SUNdistr-class objects
Symmetry-modulated distributions
Owen's function
Function and its derivatives
Build and manipulate probability distributions of the skew-normal family and some related ones, notably the skew-t and the SUN families. For the skew-normal and the skew-t distributions, statistical methods are provided for data fitting and model diagnostics, in the univariate and the multivariate case.