In this paper, we introduce a mixture of skew-t factor analyzers as well as a family of mixture models based thereon. The mixture of skew-t distributions model that we use arises as a limiting case of the mixture of generalized hyperbolic distributions. Like their Gaussian and t-distribution analogues, our mixture of skew-t factor analyzers are very well-suited to the model-based clustering of ...

We characterized the bronchopulmonary distribution of a 0.9 percent saline aerosol (1.12 microM) labelled with 99mTc sulfur colloid in nine normal subjects and five patients with CF. Homogeneity of distribution was quantified using indices derived from computerized analysis of Anger camera pulmonary images including skew (a measure of distribution asymmetry) and kurtosis (a measure of distribut...

This article introduces a bimodal model based on the epsilon-skew-normal distribution. extension generates distributions similar to those produced by mixture of normal distributions. We study basic properties this new family. apply maximum likelihood estimators, calculate information matrix and present simulation assess parameter recovery. Finally, we illustrate results three real data sets, su...