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An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：127/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:  Heng, Jiani;  Hong, Yongmiao;  Hu, Jianming;  Wang, Shouyang
收藏  |  浏览/下载：115/0  |  提交时间：2022/04/02
Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
Inference in a mixture additive hazards cure model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 3, 页码: 323-338
作者:  Han, Dongxiao;  He, Haijin;  Sun, Liuquan;  Song, Xinyuan;  Xu, Wei
收藏  |  浏览/下载：180/0  |  提交时间：2021/04/26
Additive hazards model  Cure model  Estimating equation  Logistic regression  Mixture  Model checking  
A rank-based approach to estimating monotone individualized two treatment regimes 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
作者:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
收藏  |  浏览/下载：182/0  |  提交时间：2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
Semi-parametric small area inference in generalized semi-varying coefficient mixed effects models 期刊论文
STATISTICAL PAPERS, 2019, 卷号: 60, 期号: 4, 页码: 1039-1058
作者:  Hu, Xuemei;  Yang, Weiming
收藏  |  浏览/下载：182/0  |  提交时间：2020/01/10
Semi-parametric inference  Mixed effects models  Bootstrap  Generalized semi-varying coefficient mixed effects models  Longitudinal data  
Asymptotic properties and information criteria for misspecified generalized linear mixed models 期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2018, 卷号: 80, 期号: 4, 页码: 817-836
作者:  Yu, Dalei;  Zhang, Xinyu;  Yau, Kelvin K. W.
收藏  |  浏览/下载：153/0  |  提交时间：2018/10/07
Asymptotic loss efficiency  Conditional inference  Misspecified generalized linear mixed model  Model selection  Penalized likelihood  
Testing Association between Mixed Type Outcomes and Covariates Jointly by the Use of a Latent Variable 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 期号: 8006, 页码: 10
作者:  Zhu, Jiayan;  Zhang, Wei;  Li, Qizhai;  Li, Zhengbang;  Zhu, Jiayan;  Zhang, Wei;  Li, Qizhai;  Li, Zhengbang
浏览  |  Adobe PDF(2766Kb)  |  收藏  |  浏览/下载：560/147  |  提交时间：2018/07/30
Robust generalized confidence intervals 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 卷号: 46, 期号: 8, 页码: 6049-6060
作者:  Mu, Weiyan;  Xiong, Shifeng
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
Breakdown  Confidence distribution  Fiducial inference  Generalized pivotal quantity  Location-scale family  Monte Carlo  Simultaneous confidence intervals  
Generalized endpoint-inflated binomial model 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 卷号: 89, 页码: 97-114
作者:  Tian, Guo-Liang;  Ma, Huijuan;  Zhou, Yong;  Deng, Dianliang
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
Endpoint-inflated binomial distribution  Expectation-maximization algorithm  Multinomial logistic regression model  Stochastic representation  Zero-inflated binomial distribution  
LADE-Based Inference for ARMA Models With Unspecified and Heavy-Tailed Heteroscedastic Noises 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 510, 页码: 784-794
作者:  Zhu, Ke;  Ling, Shiqing
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30
ARMA(p, q) models  Asymptotic normality  G/ARCH noises  Heavy-tailed noises  LADE  Random weighting approach  Self-weighted LADE  Sign-based portmanteau test  Strong consistency