Penalized Maximum Likelihood Method to a Class of Skewness Data Analysis

An extension of some standard likelihood and variable selection criteria based on procedures of linear regression models under the skew-normal distribution or the skew-t distribution is developed. This novel class of models provides a useful generalization of symmetrical linear regression models, s...

Full description

Bibliographic Details
Main Authors: Xuedong Chen, Qianying Zeng, Qiankun Song
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/824816