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Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 657-667
作者:
Wu, Leqin
;
Qiu, Xing
;
Yuan, Ya-xiang
;
Wu, Hulin
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浏览/下载:44/0
  |  
提交时间:2020/01/10
Complex system
Eigenvalue updating algorithm
High dimension
Matrix-based variable selection
Ordinary differential equation
Separable least squares
Fixed point iteration-based subspace identification of Hammerstein state-space models
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 8
作者:
Hou, Jie
;
Chen, Fengwei
;
Li, Penghua
;
Zhu, Zhiqin
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  |  
浏览/下载:84/0
  |  
提交时间:2019/12/05
least squares approximations
identification
singular value decomposition
parameter estimation
Markov processes
convergence
state-space methods
iterative methods
two-stage least-squares-based iterative method
static non-linearity
fixed point theory
singular value decomposition based method
linear subsystem parameters
extended Markov parameters
nonlinear subsystem
linear dynamics
hierarchical identification principle
fixed point iteration-based subspace identification method
Hammerstein state-space models
A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 卷号: 67, 期号: 11, 页码: 2518-2525
作者:
Chen, Guang-Yong
;
Gan, Min
;
Chen, C. L. Philip
;
Chen, Long
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  |  
浏览/下载:29/0
  |  
提交时间:2019/01/08
Global navigation satellite systems (GNSSs)
least squares method
parameter estimation
variable projection (VP)
A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 卷号: 67, 页码: 2518-2525
作者:
Chen, Guang-Yong
;
Gan, Min
;
Chen, C. L. Philip
;
Chen, Long
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  |  
浏览/下载:11/0
  |  
提交时间:2019/11/21
variable projection (VP)
parameter estimation
least squares method
Global navigation satellite systems (GNSSs)
LOCAL PARTITIONED QUANTILE REGRESSION
期刊论文
ECONOMETRIC THEORY, 2017, 卷号: 33, 期号: 5, 页码: 1081-1120
作者:
Zhang, Zhengyu
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  |  
浏览/下载:6/0
  |  
提交时间:2019/08/22
Legal Knowledge, Land Expropriation, and Agricultural Development in Rural China
期刊论文
FRONTIERS OF ECONOMICS IN CHINA, 2017, 卷号: 12, 期号: 1, 页码: 132-166
作者:
Che, Yi
;
Zhang, Yan
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  |  
浏览/下载:6/0
  |  
提交时间:2019/08/22
legal knowledge
land expropriation
agricultural productivity
Estimation of single-index model with spatial interaction
期刊论文
REGIONAL SCIENCE AND URBAN ECONOMICS, 2017, 卷号: 62, 页码: 36-45
作者:
Sun, Yan
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浏览/下载:3/0
  |  
提交时间:2019/08/22
Spatial dependence
Single-index setting
Reparameterization
Semiparametric GMM estimation
Asymptotic normality
Simultaneous confidence band
A Seemingly Unrelated Nonparametric Additive Model with Autoregressive Errors
期刊论文
ECONOMETRIC REVIEWS, 2016, 卷号: 35, 期号: 5, 页码: 894-928
作者:
Wan, Alan T. K.
;
You, Jinhong
;
Zhang, Riquan
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  |  
浏览/下载:4/0
  |  
提交时间:2019/08/22
Additive structure
Asymptotic normality
Autoregression
Local polynomial
SCAD penalty
SUR
Estimation of Winter Wheat Leaf Nitrogen Accumulation using Machine Learning Algorithm and Visible Spectral
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 卷号: 36, 期号: 6, 页码: 1837-1842
作者:
Cui Ri-xian
;
Liu Ya-dong
;
Fu Jin-dong
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  |  
浏览/下载:67/0
  |  
提交时间:2016/12/05
Winter wheat
Machine learning algorithm
Visible spectrum
Color indices
Canopy cover
Leaf nitrogen accumulation
Estimation of parameters in the extended growth curve model via outer product least squares for covariance
期刊论文
LINEAR ALGEBRA AND ITS APPLICATIONS, 2015, 卷号: 473, 页码: 236-260
作者:
Liu, Fuxiang
;
Hu, Jianhua
;
Chu, Guanglei
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  |  
浏览/下载:9/0
  |  
提交时间:2019/08/22
Estimation
Extended growth curve model
Outer product least squares for covariance (COPLS)
COPLS estimator
Two-stage generalized least squares (GLS)
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