Shape Mixture Models Based on Multivariate Extended Skew Normal Distributions

机译：基于多元扩展偏正态分布的形状混合模型

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In this paper, the class of the shape mixtures of extended skew normal distributions is introduced. The posterior distributions for the shaped parameters are obtained. The moment generating functions for the posterior distributions of the shaped parameters are discussed. Also Bayesian analysis for this shape mixture model is studied.

机译：本文介绍了扩展的斜正态分布的形状混合的类别。获得成形参数的后验分布。讨论了成形参数的后验分布的矩生成函数。还研究了这种形状混合模型的贝叶斯分析。

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《Predictive econometrics and big data》|2018年|273-286|共14页
会议地点 Chiang Mai(TH)
作者
Weizhong Tian; Tonghui Wang; Fengrong Wei; Fang Dai;
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School of Science, Xian University of Technology, Xi'an 710054, China,Department of Mathematical Sciences, Eastern New Mexico University,Portales, NM 88130, USA;

Department of Mathematical Sciences, New Mexico State University,Las Cruces 88003, USA;

Department of Mathematics, University of West Georgia,Carrollton, GA 30018, USA;

School of Science, Xian University of Technology, Xi'an 710054, China;

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专利

1. Extending mixtures of factor models using the restricted multivariate skew-normal distribution [J] . Lin Tsung-I, McLachlan Geoffrey J., Lee Sharon X. Journal of Multivariate Analysis: An International Journal . 2016,第Null期

机译：使用受限的多元偏正态分布扩展因子模型的混合
2. Mixture Modeling Using the Multivariate Restricted Skew-Normal Scale Mixture of Birnbaum-Saunders Distributions [J] . Samary Hossaein, Khodadadi Zahra, Jafarpour Hedieh Iranian journal of science and technology . 2021,第1期

机译：使用多变量限制歪曲正常刻度混合物的混合物建模Birnbaum-Saunders分布
3. Finite mixture modeling using shape mixtures of the skew scale mixtures of normal distributions [J] . Tamandi Mostafa, Jamalizadeh Ahad Communications in Statistics . 2020,第11a12期

机译：有限混合物建模使用正态分布偏斜尺度混合物的形状混合物
4. Shape Mixture Models Based on Multivariate Extended Skew Normal Distributions [C] . Weizhong Tian, Tonghui Wang, Fengrong Wei, International onference of the Thailand Econometrics Society . 2018

机译：基于多变量延伸偏斜正态分布的形状混合模型
5. Study of unified multivariate skew normal distribution with applications in finance and actuarial science. [D] . Aziz, Mohammad Abdus Samad. 2011

机译：研究统一多元偏正态分布及其在金融和精算科学中的应用。
6. Heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions [O] . Victor H. Lachos, Dipankar Bandyopadhyay, Aldo M. Garay -1

机译：基于歪曲正态分布规模混合物的异镜非线性回归模型
7. Extending mixtures of factor models using the restricted multivariate skew-normal distribution [O] . Lin, Tsung-I, McLachlan, Geoffrey J., Lee, Sharon X. 2016

机译：使用受限的多元偏正态分布扩展因子模型的混合
8. New Sequential Goodness-of-Fit Test for a Family of Two Parameter Gamma Distributions with Known Shape Based on Skewness and Q-statistic [R] . Park, J. S. 1999

机译：基于偏度和Q-统计的已知形状的两个参数Gamma分布族的新序列拟合优度检验

Shape Mixture Models Based on Multivariate Extended Skew Normal Distributions

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