大维矩阵数据中的异常值识别

11971247
2019
A0402.统计推断与统计计算
王兆军
面上项目
教授
南开大学
52万元
FDR;异常点检测;LASSO方法;函数型数据;大维随机矩阵
2020-01-01到2023-12-31
  • 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 Estimation of the Limiting Availability of a Repairable Series System with Stationary Dependent Sequences 期刊论文 Yunfei Guo;Tao Wang;Zhonghua Li
2 Change-point testing for parallel data sets with FDR control 期刊论文 Cui Junfeng;Wang Guanghui;Zou Changliang;Zhaojun Wang
3 Powerful nonparametric checks for parametric single-index quantile models with missing responses 期刊论文 Yuan Liangliang;Liu Wenhui;Zi Xuemin;Wang Zhaojun
4 Model checking for parametric single-index quantile models 期刊论文 Yuan Liangliang;Liu Wenhui;Zi Xuemin;Wang Zhaojun
5 Threshold Selection in Feature Screening for Error Rate Control 期刊论文 Guo Xu;Ren Haojie;Zou Changliang;Li Runze
6 A spatially adaptive large-scale multiple-testing procedure 期刊论文 Yixin Han;Yunlong Wang;Zhaojun Wang
7 Identification of Outlying Observations for Large-Dimensional Data'' 期刊论文 Tao Wang;Xiaona Yang;Yunfei Guo;Zhonghua Li
8 Outlier Robust Model Averaging Based on Sp Criterion 期刊论文 Yunfei Guo;Zhonghua Li
9 Remedial Approaches to Decrease the Effect of Measurement Errors on Polynomial Profile Monitoring 期刊论文 Wenhui Liu;Zhonghua Li;Zhaojun Wang
10 AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control 期刊论文 Zhang Yifan;Jiang Haiyan;Ren Haojie;Zou Changliang;Dou Dejing
11 Monitoring of Linear Profiles Using Linear Mixed Model in the Presence of Measurement Errors 期刊论文 Liu Wenhui;Li Zhonghua;Wang Zhaojun
12 Cpss: An Package for Change-Point Detection by Sample-Splitting Methods 期刊论文 Wang Guanghui;Zou Changliang
13 Multi-split Conformal Prediction via Cauchy Aggregation 期刊论文 Wu Xiaoyang;Huo Yuyang;Zou Changliang
14 Leverage Classifier: Another Look At Support Vector Machine 期刊论文 Yixin Han;Jun Yu;Nan Zhang;Cheng Meng;Ping Ma;Wenxuan Zhong;Changliang Zou
15 Optimal Subsampling via Predictive Inference 期刊论文 Xiaoyang Wu;Yuyang Huo;Haojie Ren;Changliang Zou
16 Testing the differential network between two Gaussian graphical models with false discovery rate control 期刊论文 Yuhao Zhang;Yanhong Liu;Long Feng;Zhaojun Wang
17 False discovery rate approach to dynamic change detection 期刊论文 Lilun Du;Mengtao Wen
18 A Unified Diagnostic Framework via Symmetrized Data Aggregation 期刊论文 Yanhong Liu;Haojie Ren;Zhonghua Li
19 Covariate-Assisted Matrix Completion with Multiple Structural Breaks 期刊论文 Meng Jing;Feng Long;Zou Changliang;Wang Zhaojun
20 False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation 期刊论文 Du Lilun;Guo Xu;Sun Wenguang;Zou Changliang
21 Determining the Number of Change-Point via High-Dimensional Cross-Validation 期刊论文 Jiang Haiyan;Li Jiaqi;Li Zhonghua
22 Measuring, Testing, and Identifying Heterogeneity of Large Parallel Datasets 期刊论文 Peng Liuhua;Wang Guanghui;Zou Changliang
23 Thresholding Mean Test for Functional Data with Power Enhancement 期刊论文 Wang Qingsong;Guo Shaojun;Yao Fang;Zou Changliang
24 Data-driven selection of the number of change-points via error rate control 期刊论文 Chen Hui;Ren Haojie;Yao Fang;Zou Changliang
25 Modelling and Monitoring Social Network Change Based on Exponential Random Graph Models 期刊论文 Yantao Cai;Liu Liu;Zhonghua Li
26 Model checking in large-scale data set via structure-adaptive-sampling 期刊论文 Yixin Han;Ping Ma;Haoji Ren;Zhaojun Wang
27 Cellwise outlier detection with FDR control 期刊论文 Liu Yanhong;Ren Haojie;Guo Xu;Zhou Qin;Zou Changliang
28 Activation discovery with FDR control: Application to fMRI data 期刊论文 Wen Mengtao;Wang Guanghui;Zou Changliang;Wang Zhaojun
29 Rank-based max-sum tests for mutual independence of high-dimensional random vectors 期刊论文 Wang Hongfei;Liu Binghui;Feng Long;Ma Yanyuan
30 Large-Scale Two-Sample Comparison of Support Sets 期刊论文 Haoyu Geng;Xiaolong Cui;Haojie Ren;Changliang Zou
31 Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation 期刊论文 Hui Chen;Yinxu Jia;Guanghui Wang;Changliang Zou
32 Projection-based High-dimensional Sign Test 期刊论文 Chen Hui;Zou Changliang;Li Runze
33 Computationally efficient and data-adaptive changepoint inference in high dimension 期刊论文 Wang Guanghui;Feng Long
34 Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning 期刊论文 Xiaolong Cui;Lei Shi;Wei Zhong;Changliang Zou
35 Order Determination via Sample Splitting 期刊论文 Xia Wenjun;Shi Hongwei;Zou Changliang;Guo Xu
36 Structure Learning of Exponential Family Graphical Model with False Discovery Rate Control 期刊论文 Yanhong Liu;Yuhao Zhang;Zhonghua Li
37 Data-Driven Determination of the Number of Jumps in Regression Curves 期刊论文 Wang Guanghui;Zou Changliang;Qiu Peihua
38 Robust Multi-Task Regression with Shifting Low-Rank Patterns 期刊论文 Cui Junfeng;Wang Guanghui;Song Fengyi;Ma Xiaoyan;Zou Changliang
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