A multivariate two-factor skew model

作者：Gupta Arjun K; Chen John T^*; Tang J

来源：Statistics, 2007, 41(4): 301-309.

DOI：10.1080/02331880701342710

• skewness
• skew normal model
• moment generating function
• multivariate distribution function
• truncated data

It is well known that many data, such as the financial or demographic data, exhibit asymmetric distributions. In recent years, researchers have concentrated their efforts to model this asymmetry. Skew normal model is one of such models that are skew and yet possess many properties of the normal model. In this paper, a new multivariate skew model is proposed, along with its statistical properties. It includes the multivariate normal distribution and multivariate skew normal distribution as special cases. The quadratic form of this random vector follows a chi(2) distribution. The roles of the parameters in the model are investigated using contour plots of bivariate densities.

• 出版日期2007
• 单位清华大学