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Quantile regression in big data: A divide and conquer based strategy 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:  Chen, Lanjue;  Zhou, Yong
收藏  |  浏览/下载：161/0  |  提交时间：2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
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  
Nonparametric estimation of the ROC curve for length-biased and right-censored data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 页码: 21
作者:  Song, Shanshan;  Zhou, Yong
收藏  |  浏览/下载：180/0  |  提交时间：2020/01/10
ROC curve  length-biased and right-censored data  nonparametric estimator  composite likelihood  conditional likelihood  
Simultaneous variable selection and class fusion with penalized distance criterion based classifiers 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 卷号: 133, 页码: 138-152
作者:  Sheng, Ying;  Wang, Qihua
收藏  |  浏览/下载：139/0  |  提交时间：2019/12/13
Linear discriminant analysis  Discriminant directions  Variable selection  Class fusion  Misclassification error rate  
Mean response estimation with missing response in the presence of high-dimensional covariates 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 卷号: 46, 期号: 2, 页码: 628-643
作者:  Li, Yongjin;  Wang, Qihua;  Zhu, Liping;  Ding, Xiaobo
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
Central mean subspace  Imputation  Kernel regression  Missing response  Weighted-bandwidth  
Quasi-maximum exponential likelihood estimation for a non stationary GARCH(1,1) model 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 卷号: 45, 期号: 4, 页码: 1000-1013
作者:  Pan, Baoguo;  Chen, Min
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
Asymptotic normality  GARCH models  Non stationarity  Quasi-maximum exponential likelihood estimator  Primary 62M10  Secondary 62F12  
SEMIPARAMETRIC ESTIMATION FOR REGRESSION COEFFICIENTS IN THE COX MODEL WITH FAILURE INDICATORS MISSING AT RANDOM 期刊论文
STATISTICA SINICA, 2010, 卷号: 20, 期号: 3, 页码: 1125-1142
作者:  Liu, Chunling;  Wang, Qihua
收藏  |  浏览/下载：133/0  |  提交时间：2018/07/30
Augmented inverse probability weighting  Cox proportional hazards model  missing at random  Nadaraya-Watson kernel estimate  regression imputation  
Probability density estimation for survival data with censoring indicators missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 卷号: 100, 期号: 5, 页码: 835-850
作者:  Wang, Qihua;  Liu, Wei;  Liu, Chunling
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Asymptotic normality  Strong consistency  Bandwidth selection  Mean-squared error  Missing at random  
Estimation and confidence bands of a conditional survival function with censoring indicators missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2008, 卷号: 99, 期号: 5, 页码: 928-948
作者:  Wang, Qihua;  Shen, Junshan
收藏  |  浏览/下载：123/0  |  提交时间：2018/07/30
kernel regression  confidence bands  empirical likelihood  missing at random  random censorship  
Likelihood-based kernel estimation in semiparametric errors-in-covariables models with validation data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2007, 卷号: 98, 期号: 3, 页码: 455-480
作者:  Wang, Qihua;  Yu, Keming
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
conditional density estimation  empirical likelihood  kernel estimations  measurement error  surrogate variables