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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：170/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
Statistical inference using a weighted difference-based series approach for partially linear regression models 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 卷号: 102, 期号: 3, 页码: 601-618
作者:  Ai, Chunrong;  You, Jinhong;  Zhou, Yong
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Partially linear model  Fixed effects  Difference-based method  Series approximation  Weighted estimation  Covariate selection  
Statistical inference in partially-varying-coefficient single-index model 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 卷号: 102, 期号: 1, 页码: 1-19
作者:  Wang, Qihua;  Xue, Liugen
收藏  |  浏览/下载：131/0  |  提交时间：2018/07/30
Dimension reduction  Stepwise approach  Pointwise confidence interval  Confidence region  
Semiparametric analysis based on weighted estimating equations for transformation models with missing covariates 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 卷号: 101, 期号: 9, 页码: 2078-2090
作者:  Huang, Bin;  Wang, Qihua
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Transformation models  Missing covariates  Weighted estimator  Kernel smoothing  
Statistical inference for panel data semiparametric partially linear regression models with heteroscedastic errors 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 卷号: 101, 期号: 5, 页码: 1079-1101
作者:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
收藏  |  浏览/下载：115/0  |  提交时间：2018/07/30
Asymptotic normality  Heteroscedasticity  One-way error component structure  Panel data  Partially linear model  Semiparametric estimation  
Regression analysis of multivariate recurrent event data with time-varying covariate effects 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 卷号: 100, 期号: 10, 页码: 2214-2223
作者:  Sun, Liuquan;  Zhu, Liang;  Sun, Jianguo
收藏  |  浏览/下载：113/0  |  提交时间：2018/07/30
Event history study  Marginal models  Recurrent event data  Time-varying coefficients  
Statistical inference of partially linear regression models with heteroscedastic errors 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2007, 卷号: 98, 期号: 8, 页码: 1539-1557
作者:  You, Jinhong;  Chen, Gemai;  Zhou, Yong
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
semiparametric regression model  heteroscedasticity  local polynomial  asymptotic normality  model selection  
Estimation in partially linear models with missing responses at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2007, 卷号: 98, 期号: 7, 页码: 1470-1493
作者:  Wanga, Qihua;  Sun, Zhihua
收藏  |  浏览/下载：84/0  |  提交时间：2018/07/30
imputation estimator  regression surrogate estimator  inverse marginal probability weighted estimator  asymptotic normality  
Existence conditions for the uniformly minimum risk unbiased estimators in a class of linear models 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2004, 卷号: 88, 期号: 1, 页码: 76-88
作者:  Yang, GQ;  Wu, QG
收藏  |  浏览/下载：26/0  |  提交时间：2018/07/30
multivariate normal distribution  multivariate t-distribution  convex loss  matrix loss  uniformly minimum risk unbiased estimator