Estimation for Scale-Shape Mixtures of Skew-Normal Distributions


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Documentation for package ‘skewMLRM’ version 1.6

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choose.models Choose a distribution in the MSMN, MSMSN, MSSMN and/or MSMSNC classes
choose.MSMN Choose a distribution in the MSMN, MSMSN, MSSMN and/or MSMSNC classes
choose.MSMSN Choose a distribution in the MSMN, MSMSN, MSSMN and/or MSMSNC classes
choose.MSMSNC Choose a distribution in the MSMN, MSMSN, MSSMN and/or MSMSNC classes
choose.MSSMN Choose a distribution in the MSMN, MSMSN, MSSMN and/or MSMSNC classes
choose2 Select a distribution in the MSMN, MSSMN, MSMSN or/and MSMSNC classes and perform covariates selection.
distMahal Mahalanobis distance for fitted models in the MSMN, MSMSN, MSSMN and MSMSNC classes
dtgamma Truncated gamma distribution
estimate.MCN Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MN Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSCEC Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSCN Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSCN2 Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSL Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSN Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSNC Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSSL Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSSL2 Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSSLEC Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSTEC Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSTN Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MSTT Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
estimate.MT Fitting a model in the MSMN, MSMSN, MSSMN and MSMSNC classes
FI.MCN Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MN Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSCEC Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSCN Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSCN2 Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSL Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSN Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSNC Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSSL Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSSL2 Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSSLEC Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSTEC Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSTN Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MSTT Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
FI.MT Observed Fisher information matrix for distributions in the MSMN, MSMSN, MSSMN and MSMSNC classes.
matrix.sqrt Square root of a matrix
mbackcrit Multivariate backward based on the AIC or BIC criteria
mbacksign Multivariate Backward Based on Significance
plot.skewMLRM Plot an object of the "skewMLRM" class produced with the function distMahal.
qtgamma Truncated gamma distribution
rMCN Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMN Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSCEC Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSCN Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSCN2 Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSL Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSN Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSNC Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSSL Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSSL2 Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSSLEC Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSTEC Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSTN Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMSTT Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
rMT Random generation for models in the MSMN, MSMSN, MSSMN and MSMSNC classes
solve2 Computes the inverse of a matrix
summary.skewMLRM Print a summary for a object estimate.xxx
vcov.skewMLRM Calculate Variance-Covariance Matrix for a Fitted Model Object
vech Vectorize a symmetric matrix
xpnd Reconstitute a symmetric matrix from a vector.