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Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
作者:  Ma, Huijuan;  Pang, Weicai;  Sun, Liuquan;  Xu, Wei
收藏  |  浏览/下载：86/0  |  提交时间：2023/02/07
additive rates model  missing at random  multivariate recurrent event data  Nadaraya-Watson kernel estimator  weighted estimating equation  
5 The least squares estimator of random variables under convex operators on L-F(infinity) (mu) space 期刊论文
STATISTICS & PROBABILITY LETTERS, 2022, 卷号: 181, 页码: 7
作者:  Sun, Chuanfeng;  Ji, Shaolin;  Kong, Chuiliu
收藏  |  浏览/下载：95/0  |  提交时间：2022/04/02
Least squares estimator  Conditional expectation  Convex operator  Minimax theorem  
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach 期刊论文
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2022, 卷号: 8, 页码: 844-854
作者:  Zhang, Xiaocheng;  Xue, Wenchao;  He, Xingkang;  Fang, Haitao
收藏  |  浏览/下载：75/0  |  提交时间：2023/02/07
State estimation  Kalman filters  Estimation  Symmetric matrices  Robot sensing systems  Scalability  Observability  Sensor network  measurement bias  bias estimator  distributed filter  
Closed-loop identification for a class of nonlinearly parameterized discrete-time systems 期刊论文
AUTOMATICA, 2021, 卷号: 131, 页码: 11
作者:  Li, Chanying
收藏  |  浏览/下载：137/0  |  提交时间：2021/10/26
Closed-loop identification  Strong consistency  Nonlinear estimator  Parametric systems  Random noises  
Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies 期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 28
作者:  Zhang, Wei;  Wu, Colin O.;  Ma, Xiaoyang;  Tian, Xin;  Li, Qizhai
收藏  |  浏览/下载：122/0  |  提交时间：2021/10/26
Dynamic copula model  functional parameter  lasso-regularized spline estimator  multivariate longitudinal data  statistical machine learning  time-varying covariate  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
作者:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
收藏  |  浏览/下载：159/0  |  提交时间：2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
KALMAN-BUCY FILTERING AND MINIMUM MEAN SQUARE ESTIMATOR UNDER UNCERTAINTY 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2021, 卷号: 59, 期号: 4, 页码: 2669-2692
作者:  Ji, Shaolin;  Kong, Chuiliu;  Sun, Chuanfeng;  Zhang, Ji-Feng
收藏  |  浏览/下载：124/0  |  提交时间：2022/04/02
Kalman-Bucy filtering  minimum mean square estimator  drift uncertainty  convex operator  minimax theorem  backward stochastic differential equation  
A robust Kalman-Bucy filtering problem 期刊论文
AUTOMATICA, 2020, 卷号: 122, 页码: 6
作者:  Ji, Shaolin;  Kong, Chuiliu;  Sun, Chuanfeng
收藏  |  浏览/下载：115/0  |  提交时间：2021/04/26
Kalman-Bucy filters  Model uncertainty  Robust estimation  Minimum mean square estimator  Minimax theorem  Sublinear operator  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
作者:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：203/0  |  提交时间：2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
Uncertainty shocks of Trump election in an interval model of stock market 期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:  Sun, Yuying;  Qiao, Kenan;  Wang, Shouyang
收藏  |  浏览/下载：134/0  |  提交时间：2021/01/14
Interval dummy variables  Interval time series  Nonlinear minimum-distance estimator  Range volatility  Trump election