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Simultaneous variable selection in regression analysis of multivariate interval-censored data 期刊论文
BIOMETRICS, 2021, 页码: 12
作者:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan;  Sui, Xuemei
收藏  |  浏览/下载：128/0  |  提交时间：2022/04/02
EM algorithm  interval censoring  minimum information criterion  multivariate analysis  transformation models  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
作者:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：203/0  |  提交时间：2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
作者:  Sheng, Ying;  Wang, Qihua
收藏  |  浏览/下载：166/0  |  提交时间：2020/06/30
Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
作者:  Sheng, Ying;  Wang, Qihua
收藏  |  浏览/下载：158/0  |  提交时间：2020/05/24
Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
Prevalence and Risk Factors of White Matter Lesions in Tibetan Patients Without Acute Stroke 期刊论文
STROKE, 2020, 卷号: 51, 期号: 1, 页码: 149-153
作者:  Jin, Haiqiang;  Ding, Zhijie;  Lian, Siqing;  Zhao, Yuhua;  He, Shihua;  Zhou, Lewei;  Zhuoga, Cidan;  Wang, Huali;  Xu, Jun;  Du, Ailian;  Yan, Guiying;  Sun, Yongan
收藏  |  浏览/下载：198/0  |  提交时间：2020/05/24
atrial fibrillation  carotid artery  cerebral infarction  hypertension  white matter  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
作者:  Zhang, Shucong;  Zhou, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
Semiparametric varying-coefficient model with right-censored and length-biased data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 152, 页码: 119-144
作者:  Lin, Cunjie;  Zhou, Yong
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
Length-biased data  Local linear regression  Right-censored  Semiparametric varying-coefficient model  
Composite partial likelihood estimation for length-biased and right-censored data with competing risks 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 149, 页码: 160-176
作者:  Zhang, Feipeng;  Peng, Heng;  Zhou, Yong
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
Competing risks  Cumulative incidence function  Composite partial likelihood  Length-biased and right censored data  Resampling  
Functional Partial Linear Single-index Model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 卷号: 43, 期号: 1, 页码: 261-274
作者:  Wang, Guochang;  Feng, Xiang-Nan;  Chen, Min
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
functional data analysis  functional dimension reduction  functional semi-parametric model  single-index model  
Quantile regression of longitudinal data with informative observation times 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 144, 页码: 176-188
作者:  Chen, Xuerong;  Tang, Niansheng;  Zhou, Yong
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Estimating equation  Informative observation times  Longitudinal data  Quantile regression  Resampling method