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Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies 期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 28
Authors:  Zhang, Wei;  Wu, Colin O.;  Ma, Xiaoyang;  Tian, Xin;  Li, Qizhai
Favorite  |  View/Download:73/0  |  Submit date:2021/10/26
Dynamic copula model  functional parameter  lasso-regularized spline estimator  multivariate longitudinal data  statistical machine learning  time-varying covariate  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
Authors:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
Favorite  |  View/Download:146/0  |  Submit date:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
Local optimization-based statistical inference 期刊论文
ELECTRONIC JOURNAL OF STATISTICS, 2017, 卷号: 11, 期号: 1, 页码: 2295-2320
Authors:  Xiong, Shifeng
Favorite  |  View/Download:78/0  |  Submit date:2018/07/30
Bootstrap  importance sampling  non-regular problem  resampling  space-filling design  stochastic programming  
A resampling method by perturbing the estimating functions for quantile regression with missing data 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 卷号: 46, 期号: 8, 页码: 6661-6671
Authors:  Zhang, Li;  Lin, Cunjie;  Zhou, Yong
Favorite  |  View/Download:80/0  |  Submit date:2018/07/30
Bootstrap  Estimating equations  Missing data  Resampling method  Quantile regression  
Efficient Quantile Regression Analysis With Missing Observations 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 510, 页码: 723-741
Authors:  Chen, Xuerong;  Wan, Alan T. K.;  Zhou, Yong
Favorite  |  View/Download:76/0  |  Submit date:2018/07/30
Estimating equations  Missing at random  Resampling method  Semiparametric efficient  
Applications of the representative points in statistical simulations 期刊论文
SCIENCE CHINA-MATHEMATICS, 2014, 卷号: 57, 期号: 12, 页码: 2609-2620
Authors:  Fang KaiTai;  Zhou Min;  Wang WenJun
Favorite  |  View/Download:53/0  |  Submit date:2021/01/14
DENSITY-FUNCTION  bootstrap  kernel density estimation  normal distribution  representative points  resampling  statistical simulation  
A k-sample test with interval censored data 期刊论文
BIOMETRIKA, 2006, 卷号: 93, 期号: 2, 页码: 315-328
Authors:  Yuen, Kam-Chuen;  Shi, Jian;  Zhu, Lixing
Favorite  |  View/Download:82/0  |  Submit date:2018/07/30
goodness of fit  interval censoring  iterative convex minorant algorithm  leveraged bootstrap  nonparametric maximum likelihood  
On the mean residual life regression model 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2003, 卷号: 113, 期号: 2, 页码: 685-698
Authors:  Yuen, KC;  Zhu, L;  Tang, NY
Favorite  |  View/Download:63/0  |  Submit date:2018/07/30
empirical process  Gaussian process  mean residual life  random symmetrization  bootstrap  local power  
Comparing k cumulative incidence functions through resampling methods 期刊论文
LIFETIME DATA ANALYSIS, 2002, 卷号: 8, 期号: 4, 页码: 401-412
Authors:  Yuen, KC;  Zhu, LX;  Zhang, DX
Favorite  |  View/Download:59/0  |  Submit date:2018/07/30
bootstrap  competing risk model  empirical process  Gaussian process  random symmetrization  
Resampling methods for homogeneity tests of covariance matrices 期刊论文
STATISTICA SINICA, 2002, 卷号: 12, 期号: 3, 页码: 769-783
Authors:  Zhu, LX;  Ng, KW;  Jing, P
Favorite  |  View/Download:55/0  |  Submit date:2018/07/30
Bartlett homogeneity test  bootstrap  non-parametric tests  permutation test  random symmetrization