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Two-sample functional linear models with functional responses 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 218, 页码: 85-105
Authors:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
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Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
Improved two-step Newton's method for computing simple multiple zeros of polynomial systems 期刊论文
NUMERICAL ALGORITHMS, 2022, 页码: 32
Authors:  Li, Nan;  Zhi, Lihong
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Polynomial system  Simple multiple zero  Newton's method  Quadratic convergence  
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
Authors:  Sun, Chuanfeng;  Ji, Shaolin;  Kong, Chuiliu
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Least squares estimator  Conditional expectation  Convex operator  Minimax theorem  
Kernel Averaging Estimators 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2021, 页码: 13
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wan, Alan T. K.;  Zou, Guohua
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Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
Convergence of a Distributed Least Squares 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 10, 页码: 4952-4959
Authors:  Xie, Siyu;  Zhang, Yaqi;  Guo, Lei
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Convergence  Estimation  Symmetric matrices  Stochastic processes  Task analysis  Complexity theory  Adaptive control  Convergence  cooperative excitation  diffusion strategies  distributed estimation  least squares (LS)  martingale theory  regret  
LS-Based Parameter Estimation of DARMA Systems with Uniformly Quantized Observations 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
Authors:  Jing Lida;  Zhang Ji-Feng
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Discrete-time linear time-invariant systems  parameter estimation  quantized output  
MUREN: a robust and multi-reference approach of RNA-seq transcript normalization 期刊论文
BMC Bioinformatics, 2021, 卷号: 22, 期号: 1
Authors:  Feng,Yance;  Li,Lei M.
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RNA-seq  Normalization  Asymmetrically regulated transcription profiles (ART)  Skewness  Mode  Multi-reference  
On the evaluation of Poisson equation with dual interpolation boundary face method 期刊论文
EUROPEAN JOURNAL OF MECHANICS A-SOLIDS, 2021, 卷号: 88, 页码: 9
Authors:  Khan, Suliman;  He, Rui;  Khan, Feroz;  Khan, M. Riaz;  Arshad, Muhammad;  Shah, Hasrat Hussain
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Dual reciprocity method  Dual interpolation boundary face method  Augmented thin plate spline  Moving least squares interpolation  Poisson equation  Complex geometry  
Least Squares Model Averaging Based on Generalized Cross Validation 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 3, 页码: 495-509
Authors:  Li, Xin-min;  Zou, Guo-hua;  Zhang, Xin-yu;  Zhao, Shang-wei
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asymptotic optimality  frequentist model averaging  generalized cross validation  mallows criterion  
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
Authors:  Zhang, Wei;  Wu, Colin O.;  Ma, Xiaoyang;  Tian, Xin;  Li, Qizhai
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Dynamic copula model  functional parameter  lasso-regularized spline estimator  multivariate longitudinal data  statistical machine learning  time-varying covariate