超高维数据统计推断

11731011
2017
A0402.统计推断与统计计算
唐年胜
重点项目
教授
云南大学
250万元
高维协方差阵检验;模型选择;切片逆回归;结构降维;惩罚函数
2018-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Simultaneous confidence interval for assessing non-inferiority with assay sensitivity in a three-arm trial with binary endpoints 期刊论文 Tang NS;Yu B
2 Diagnosis of thyroid nodules for ultrasonographic characteristics indicative of malignancy using random forest 期刊论文 Dan Chen;Jun Hu;Mei Zhu;Niansheng Tang;Yang Yang;Yuran Feng
3 Confidence Intervals for Assessing Non-Inferiority with Assay Sensitivity in a Three-Arm Trial with Normally Distributed Endpoints 期刊论文 Niansheng Tang;Fan Liang
4 Robust Feature Screening via Distance Correlation for Ultrahigh Dimensional Data With Responses Missing at Random 期刊论文 Linli Xia;Niansheng Tang
5 Quantile regression for functional partially linear model in ultra-high dimensions 期刊论文 Ma Haiqiang;Li Ting;Zhu Hongtu;Zhu Zhongyi
6 Estimation of the additive hazards model with interval-censored data and missing covariates 期刊论文 Huiqiong Li;Han Zhang;Liang Zhu;Ni Li;Jianguo Sun
7 Distributed estimation in heterogeneous reduced rank regression: With application to order determination in sufficient dimension reduction 期刊论文 Canyi Chen;Wangli Xu;Liping Zhu
8 A generalized Wilcoxon–Mann–Whitney type test for multivariate data through pairwise distance 期刊论文 Jiamin Liu;Shuangge Ma;Wangli Xu;Liping Zhu
9 Hybrid Hard-Soft Screening for High-dimensional Latent Class Analysis 期刊论文 Wei Dong;Xingxiang Li;Chen Xu;Niansheng Tang
10 Statistical Inference for Multiple Change-points Series 期刊论文 Wang Wu;He Xuming;Zhu Zhongyi
11 Bayesian Joint Modeling of Multivariate Longitudinal and Survival Data With an Application to Diabetes Study 期刊论文 Yangxin Huang;Jiaqing Chen;Lan Xu;Nian-Sheng Tang
12 Distributed Sparse Composite Quantile Regression in Ultrahigh Dimensions 期刊论文 Canyi Chen;Yuwen Gu;Hui Zou;Liping Zhu
13 Rejoinder: Statistical inference for nonignorable missing-data problems: a selective review 期刊论文 Tang NS;Ju YY
14 Single-index thresholding in quantile regression 期刊论文 Yingying Zhang;Huixia Judy Wang;Zhongyi Zhu
15 Quantile regression and empirical likelihood for the analysis of longitudinal data with monotone missing responses due to dropout, with applications to quality of life measurements from clinical trials 期刊论文 Yang Lv;Guoyou Qin;Zhongyi Zhu;Dongsheng Tu
16 A nonparametric feature screening method for ultrahigh-dimensional missing response 期刊论文 Xiaoxia Li;Niansheng Tang;Jinhan Xie;Xiaodong Yan
17 Bayesian empirical likelihood inference with complex survey data 期刊论文 Zhao Puying;Ghosh Malay;Rao J. N. K.;Wu Changbao
18 Sliced Independence Test 期刊论文 Yilin Zhang;Canyi Chen;Liping Zhu
19 Weighted quantile regression in varying-coefficient model with longitudinal data 期刊论文 Lin Fangzheng;Tang Yanlin;Zhu Zhongyi
20 Bayesian Inference on Complicated Data 专著 唐年胜
21 Bayesian tensor logistic regression with applications to neuroimaging data analysis of Alzheimer’s disease 期刊论文 Ying Wu;Dan Chen;Chaoqian Li;Niansheng Tang
22 A New and Unified Family of Covariate Adaptive Randomization Procedures and Their Properties 期刊论文 Wei Ma;Ping Li;Li-Xin Zhang;Feifang Hu
23 Exponentially tilted likelihood inference on growing dimensional unconditional moment models 期刊论文 Tang Niansheng;Yan Xiaodong;Zhao Puying
24 Regression analysis of censored data with nonignorable missing covariates and application to Alzheimer Disease 期刊论文 Mingyue Du;Hui-Qiong Li;Jianguo Sun
25 Semiparametric Bayesian analysis of transformation linear mixed models 期刊论文 Tang Niansheng;Wu Ying;Chen Dan
26 scDLC: a deep learning framework to classify large sample single-cell RNA-seq data 期刊论文 Yan Zhou;Minjiao Peng;Bin Yang;Tiejun Tong;Baoxue Zhang;Niansheng Tang
27 Response-adaptive treatment randomization for multiple comparisons of treatments with recurrentevent responses 期刊论文 Jingya Gao;Feifang Hu;Siu Hung Cheung;Pei-Fang Su
28 Bayesian semiparametric approach to quantile nonlinear dynamic factor analysis models with mixed ordered and nonignorable missing data 期刊论文 Mulati Tuerde;Niansheng Tang
29 Multi-arm covariate-adaptive randomization 期刊论文 Hu Feifang;Ye Xiaoqing;Zhan Lixin
30 Regression Analysis of Asynchronous Longitudinal Functional and Scalar Data 期刊论文 Ting Li;Tengfei Li;Zhongyi Zhu;Hongtu Zhu
31 Sample Empirical Likelihood and the Design-Based Oracle Variable Selection Theory 期刊论文 Puying Zhao;David Haziza;Changbao Wu
32 Sparse multicategory generalized distance weighted discrimination in ultra-high dimension 期刊论文 Su T;Wang Y;Liu Y;Branton WG;Asahchop E;Power C;Jiang B;Kong L;Tang NS
33 Robust estimation of generalized estimating equations with finite mixture correlation matrices and missing covariates at random for longitudinal data 期刊论文 Nian-Sheng Tang;Wenjun Wang
34 A nonparametric Bayesian continual reassessment method in single-agent dose-finding studies 期刊论文 Nian-Sheng Tang;Songjian Wang;Gen Ye
35 Adaptive treatment allocation for comparative clinical studies with recurrent events data 期刊论文 Jingya Gao;Pei‐Fang Su;Feifang Hu;Siu Hung Cheung
36 Distributed dimension reduction with nearly oracle rate 期刊论文 Zhengtian Zhu;Liping Zhu
37 Confidence intervals of the difference between areas under two ROC curves in matched-pair experiments 期刊论文 Zhang YQ;Tang NS
38 Semiparametric bayesian analysis of transformation spatial mixed models for large datasets 期刊论文 Ying Wu;Dan Chen;Niansheng Tang
39 Incorporating covariates information in adaptive clinical trials for precision medicine 期刊论文 Wanying Zhao;Wei Ma;Fan Wang;Feifang Hu
40 Variational Bayesian partially linear mean shift models for high-dimensional Alzheimer's disease neuroimaging data 期刊论文 Ying Wu;Niansheng Tang
41 ROBUST SUBGROUP IDENTIFICATION 期刊论文 YINGYING ZHANG;HUIXIA JUDY WANG;ZHONGYI ZHU
42 Integrative analysis for high-dimensional stratified models 期刊论文 Jian Huang;Yuling Jiao;Wei Wang;Xiaodong Yan;Liping Zhu
43 INFERENCE FOR GENERALIZED PARTIAL FUNCTIONAL LINEAR REGRESSION 期刊论文 Li Ting;Zhu Zhongyi
44 Dimension-reduced semiparametric estimation of distribution functions and quantiles with nonignorable nonresponse 期刊论文 Lei Wang;Pu-Ying Zhao;Jun Shao
45 Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study 期刊论文 Yuexia Zhang;Guoyou Qin;Zhongyi Zhu;Jiajia Zhang
46 Regression analysis of interval-censored failure time data with time-dependent covariates 期刊论文 Fengting Yi;Nian-Sheng Tang;Jianguo Sun
47 A Projective Approach to Conditional Independence Test For Dependent Processes 期刊论文 Zhou Yeqing;Zhang Yaowu;Zhu Liping
48 Penalized generalized empirical likelihood with a diverging number of general estimating equations for censored data 期刊论文 Niansheng Tang;Xiaodong Yan;Xingqiu Zhao
49 High-dimensional quantile tensor regression 期刊论文 Wenqi Lu;Zhongyi Zhu;Heng Lian
50 Generalized empirical likelihood for nonsmooth estimating equations with missing data 期刊论文 Li-E Cui;Puying Zhao;Nian-Sheng Tang
51 Nonparametric Cluster Analysis on Multiple Outcomes of Longitudinal Data 期刊论文 Yang Lv;Xiaolu Zhu;Zhongyi Zhu;Annie Qu
52 Generalized empirical likelihood inference for nonsmooth moment functions with non-ignorable missing values 期刊论文 Puying Zhao;Niansheng Tang;Hongtu Zhu
53 Spatially clustered varying coefficient model 期刊论文 Fangzheng Lin;Yanlin Tang;Huichen Zhu;Zhongyi Zhu
54 Testing the Effects of High-Dimensional Covariates via Aggregating Cumulative Covariances 期刊论文 Runze Li;Kai Xu;Yeqing Zhou;Liping Zhu
55 Category-Adaptive Variable Screening for Ultra-High Dimensional Heterogeneous Categorical Data 期刊论文 Jinhan Xie;Yuanyuan Lin;Xiaodong Yan;Nian-Sheng Tang
56 Response adaptive randomization procedures in seamless phase II/III clinical trials 期刊论文 Hongjian Zhu;Jin Piao;J.Jack Lee;Feifang Hu;Lixin Zhang
57 Robust estimation of models for longitudinal data with dropouts and outliers 期刊论文 Zhang Yuexia;Qin Guoyou;Zhu Zhongyi;Fu Bo
58 A novel robust approach for analysis of longitudinal data 期刊论文 Yuexia Zhang;Guoyou Qin;Zhongyi Zhu;Wanghong Xu
59 Quantile Correlation-based Variable Selection 期刊论文 Wenlu Tang;Jinhan Xie;Yuanyuan Lin;Nian-Sheng Tang
60 Bayesian sample size determination in a three-arm non-inferiority trial with binary endpoints 期刊论文 Niansheng Tang;Bin Yu
61 Group structure detection for a high‐dimensional panel data model 期刊论文 Wu Wang;Zhongyi Zhu
62 Nonparametric empirical Bayesian method for noncontractual setting of customer-base analysis 期刊论文 Gen Ye;Songjian Wang;Niansheng Tang
63 Sufficient dimension reduction in the presence of controlling variables 期刊论文 Guoliang Fan;Liping Zhu
64 Communication-efficient distributed M-estimation with missing data 期刊论文 Shi Jianwei;Qin Guoyou;Zhu Huichen;Zhu Zhongyi
65 Bayesian quantile regression with mixed discrete and nonignorable missing covariates 期刊论文 Wang ZQ;Tang NS
66 Survey weighted estimating equation inference with nuisance functionals 期刊论文 Puying Zhao;David Haziza;Changbao Wu
67 A new approach to estimation of the proportional hazards model based on interval-censored data with missing covariates 期刊论文 Ruiwen Zhou;Huiqiong Li;Jianguo Sun;Niansheng Tang
68 Empirical likelihood inference with public-use survey data 期刊论文 Zhao Puying;Rao J. N. K.;Wu Changbao
69 A New Approach for Regression Analysis of Multivariate Current Status Data with Informative Censoring 期刊论文 Huiqiong Li;Chenchen Ma;Jianguo Sun;Niansheng Tang
70 Data Clustering 专著 唐年胜
71 Bayesian Inference-Recent Advantages 专著 唐年胜
72 FUNCTIONAL ADDITIVE QUANTILE REGRESSION 期刊论文 YINGYING ZHANG;HENG LIAN;GUODONG LI;ZHONGYI ZHU
73 Bayesian local influence analysis of skew-normal spatial dynamic panel data models 期刊论文 Ju Yuanyuan;Tang Niansheng;Li Xiaoxia
74 基于投影的两样本分布相等的非参数检验 期刊论文 Kai Xu;Liping Zhu
75 Inference on Two-Part Latent Variable Analysis Model With Multivariate Longitudinal Data 期刊论文 Ye-Mao Xia;Bin Lu;Nian-Sheng Tang
76 Sufficient dimension reduction and instrument search for data with nonignorable nonresponse 期刊论文 Zhao Puying;Wang Lei;Shaw Jun
77 Variational Bayesian Inference in High-Dimensional Linear Mixed Models 期刊论文 Jieyi Yi;Nian-Sheng Tang
78 Clusterwise functional linear regression models 期刊论文 Ting Li;Xinyuan Song;Yingying Zhang;Hongtu Zhu;Zhongyi Zhu
79 Multiply robust subgroup identification for longitudinal data with dropouts via median regression 期刊论文 Wenqi Lu;Guoyou Qin;Zhongyi Zhu;Dongsheng Tu
80 Bayesian adaptive Lasso for quantile regression models with nonignorably missing response data 期刊论文 Dengke Xu;Niansheng Tang
81 数据科学-它的内涵、方法、意义与发展 专著 徐宗本;唐年胜;程学旗
82 纵向数据与生存数据的半参数联合模型 专著 唐安民;唐年胜;赵慧
83 Statistical Inference for Covariate-Adaptive Randomization Procedures 期刊论文 Wei Ma;Yichen Qin;Yang Li;Feifang Hu
84 A model-averaging method for high-dimensional regression with missing responses at random 期刊论文 Jinhan Xie;Xiaodong Yan;Niansheng Tang
85 Robust variable selection and estimation in threshold regression model 期刊论文 Li BW;Zhang YQ;Tang NS
86 Sample size re-estimation for covariate-adaptive randomized clinical trials 期刊论文 Xin Li;Wei Ma;Feifang Hu
87 复杂数据的统计推断 奖励 唐年胜;朱宏图;李会琼;赵普映;赵慧
88 Composite quantile estimation in partial functional linear regression model with dependent errors 期刊论文 Ping Yu;Ting Li;Zhongyi Zhu;Zhongzhan Zhang
89 Testing hypotheses under adaptive randomization with continuous covariates in clinical trials 期刊论文 Xiaoming Li;Jianhui Zhou;Feifang Hu
90 Dynamic Tensor Recommender Systems 期刊论文 Yanqing Zhang;Xuan Bi;Niansheng Tang;Annie Qu
91 Smoothed empirical likelihood inference for ROC curve in the presence of missing biomarker values 期刊论文 Cheng Weili;Niansheng
92 Nonparametric response-adaptive randomization for continuous responses 期刊论文 Liu Zhongqiang;Hu Feifang;Zhang Li-Xin
93 Feature screening in ultrahigh-dimensional partially linear models with missing responses at random 期刊论文 Niansheng Tang;Linli Xia;Xiaodong Yan
94 Statistical inference for nonignorable missing-data problems: a selective review 期刊论文 Niansheng Tang;Yuanyuan Ju
95 Simultaneous variable selection and estimation for joint models of longitudinal and failure time data with interval censoring 期刊论文 Fengting Yi;Niansheng Tang;Jianguo Sun
96 A vine copula approach for regression analysis of bivariate current status data with informative censoring 期刊论文 Lia Huiqiong;Ma Chenchen;Li Ni;Sun Jianguo
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