sn2.1.1 package

The Skew-Normal and Related Distributions Such as the Skew-t and the SUN

affineTransSECdistr

Affine transformations and marginals of a skew-elliptical distribution

coef.selm

Coefficients of objects created by selm

conditionalSECdistr

Skew-normal conditional distribution

confint.selm

Confidence intervals for parameters of a selm-class object

convertCSN2SUNpar

Conversion of CSN parameters to SUN parameters

convertSN2SUNdistr

Convert a SN distribution into a SUN

dmsn

Multivariate skew-normal distribution

dmst

Multivariate skew-tt distribution and skew-Cauchy distribution

dp2cp

Conversion between parametrizations of a skew-elliptical distribution

dsc

Skew-Cauchy Distribution

dsn

Skew-Normal Distribution

dst

Skew-tt Distribution

extractSECdistr

Extract the SEC error distribution from an object created by selm

fitdistr.grouped-class

Methods for objects of class created by fitdistr.grouped

fitdistr.grouped

Maximum-likelihood fitting of a univariate distribution from grouped d...

fournum

Four-number summary of a numeric vector

galton_moors2alpha_nu

Mapping of the (Galton-Bowley, Moors) measures to the (alphaalpha, nunu) ...

makeSECdistr

Build a skew-elliptically contoured distribution

makeSUNdistr

Build an object representing a SUN distribution

matrix-op

vech, tr and other matrix operators

modeSECdistr

The mode of a skew-elliptically contoured (SEC ) distribution

overview-sn

Package sn: overview of the structure and main commands

plot.fitdistr.grouped

Plot an object generated by fitdistr.grouped

plot.SECdistr

Plotting methods for classes SECdistrUv and SECdistrMv

plot.selm

Diagnostic plots for selm fits

plot.SUNdistr-method

Plotting method for class SUNdistr

pprodt2

The distribution of the product of two jointly normal or t variabl...

predict.selm

Predict method for selm-class objects

profile.selm

Profile log-likelihood function of selm-class objects

Qpenalty

Penalty function for log-likelihood of selm models

residuals.selm

Residuals and fitted values from selm fits

sd

Standard deviation

SECdistrMv-class

Class "SECdistrMv"

SECdistrUv-class

Class "SECdistrUv"

selm-class

Classes selm and mselm of objects created by function selm

selm.fit

Fitting functions for selm models

selm

Fitting linear models with skew-elliptical error term

sn-package

Package sn: overview, background and history

sn-st.cumulants

Cumulants of univariate skew-normal and skew-tt distributions

sn-st.info

Expected and observed Fisher information for SNand ST distributions

spread.grouped

Spreading grouped data over intervals

st.prelimFit

Compute preliminary estimates for a linear model with ST-distributed e...

summary.SECdistr-class

Classes summary.SECdistrMv and summary.SECdistrUv

summary.SECdistr

Summary of a SEC distribution object

summary.selm

Summarizing selm fits

summary.SUNdistr-class

Class summary.SUNdistr

summary.SUNdistr

Summary of a SUN distribution object

SUNdistr-base

The Unified Skew-Normal (SUN) probability distribution

SUNdistr-class

Class "SUNdistr" and its methods

SUNdistr-op

Operations on SUNdistr-class objects

symm-modulated-distr

Symmetry-modulated distributions

T.Owen

Owen's function

zeta

Function log(2Phi(x))log(2 Phi(x)) 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.