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A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
Authors:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan
Favorite  |  View/Download:1/0  |  Submit date:2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
Residual life prediction for complex systems with multi-phase degradation by ARMA-filtered hidden Markov model 期刊论文
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2019, 卷号: 16, 期号: 1, 页码: 19-35
Authors:  Sheng, Zhidong;  Hu, Qingpei;  Liu, Jian;  Yu, Dan
Favorite  |  View/Download:33/0  |  Submit date:2019/03/05
System reliability  residual life prediction  multi-phase degradation  hidden Markov model  
MultiWaver 2.0: modeling discrete and continuous gene flow to reconstruct complex population admixtures 期刊论文
EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 卷号: 27, 期号: 1, 页码: 133-139
Authors:  Ni, Xumin;  Yuan, Kai;  Liu, Chang;  Feng, Qidi;  Tian, Lei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:93/0  |  Submit date:2019/03/05
Inference of multiple-wave admixtures by length distribution of ancestral tracks 期刊论文
HEREDITY, 2018, 卷号: 121, 期号: 1, 页码: 52-63
Authors:  Ni, Xumin;  Yuan, Kai;  Yang, Xiong;  Feng, Qidi;  Guo, Wei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:48/0  |  Submit date:2018/07/30
LPG: A four-group probabilistic approach to leveraging pleiotropy in genome-wide association studies 期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
Authors:  Yang,Yi;  Dai,Mingwei;  Huang,Jian;  Lin,Xinyi;  Yang,Can;  Chen,Min;  Liu,Jin
Favorite  |  View/Download:122/0  |  Submit date:2018/07/30
Pleiotropy  Variational Bayesian expectation-maximization  Genome-wide association studies  
Analysis of proportional mean residual life model with latent variables 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 5, 页码: 813-826
Authors:  He, Haijin;  Cai, Jingheng;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:35/0  |  Submit date:2018/07/30
borrow-strength estimation  extended estimating equations  factor analysis  latent variables  mean residual life function  proportional model  
Regression Analysis of Additive Hazards Model With Latent Variables 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 511, 页码: 1148-1159
Authors:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:23/0  |  Submit date:2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
Infer Metagenomic Abundance and Reveal Homologous Genomes Based on the Structure of Taxonomy Tree 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2015, 卷号: 12, 期号: 5, 页码: 1112-1122
Authors:  Qiu, Yu-Qing;  Tian, Xue;  Zhang, Shihua
Favorite  |  View/Download:27/0  |  Submit date:2018/07/30
Metagenomics  abundance estimation  taxonomy tree  expectation-maximization algorithm  
Generalized endpoint-inflated binomial model 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 卷号: 89, 页码: 97-114
Authors:  Tian, Guo-Liang;  Ma, Huijuan;  Zhou, Yong;  Deng, Dianliang
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
Endpoint-inflated binomial distribution  Expectation-maximization algorithm  Multinomial logistic regression model  Stochastic representation  Zero-inflated binomial distribution  
Rainfall data simulation by hidden Markov model and discrete wavelet transformation 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2009, 卷号: 23, 期号: 7, 页码: 863-877
Authors:  Jayawardena, A. W.;  Xu, P. C.;  Li, W. K.
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Daily rainfall  Discrete wavelet transformation  Hidden Markov model  Expectation-maximization algorithm  False nearest neighbours  Phase space reconstruction