MM算法中的几类问题之研究及其应用

11771199
2017
A0403.贝叶斯统计与统计应用
田国梁
面上项目
教授
南方科技大学
48万元
EM;不完全分类数据;MM算法;组装分解技术;型算法;可分离的被受控函数
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A novel MM algorithm and the mode-sharing method in Bayesian computation for the analysis of general incomplete categorical data 期刊论文 Guo-Liang Tian;Yin Liu;Man-Lai Tang;Tao Li
2 Zero-one-inflated simplex regression models for the analysis of continuous proportion data 期刊论文 Pengyi Liu;Kam Chuen Yuen;Liu-Cang Wu;Guo-Liang Tian;Tao Li
3 An assembly and decomposition approach for constructing separable minorizing functions in a class of MM algorithms 期刊论文 Guo-Liang Tian;Xi-Fen Huang;Jinfeng Xu
4 Type I multivariate zero-truncated/adjusted Poisson distributions with applications 期刊论文 Guo-Liang Tian;Yin Liu;Man-Lai Tang;Xuejun Jiang
5 On profile MM algorithms for gamma frailty survival models 期刊论文 Xifen Huang;Jinfeng Xu;Guo-Liang Tian
6 A robust and efficient estimation method for partially nonlinear models via a new MM algorithm 期刊论文 Yunlu Jiang;Guo-Liang Tian;Yu Fei
7 New expectation-maximization-type algorithms via stochastic representation for the analysis of truncated normal data with applications in biomedicine 期刊论文 Guo-Liang Tian;Da Ju;Kam Chuen Yuen;Chi Zhang
8 Multivariate zero-and-one inflated Poisson model with applications 期刊论文 Chi Zhang;Guo-Liang Tian;Kam Chuen Yuen;Qin Wu;Tao Li
9 Some new statistical methods for a class of zero-truncated discrete distributions with applications 期刊论文 Guo-Liang Tian;Xiqian Ding;Yin Liu;Man-Lai Tang
10 Valid properties of truncated Student-t model with application in analysis of censored data 期刊论文 Chi Zhang;Guo-Liang Tian;Yibo Zhai;Yu Fei
11 Valid statistical inference methods for incomplete contingency table with three-category missing data 期刊论文 Xifen Huang;Jiajuan Liang;Guo-Liang Tian
12 (零截断及零调整离散模型的计数数据分析方法的新进展之综述研究)Advances of the zero-truncated and zero-inflated /adjusted discrete models in count data analyses) 期刊论文 张弛;田国梁;刘寅
13 基于混合正态的新型多元Laplace 分布 期刊论文 张弛;邓文礼;李涛;孙源;田国梁
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