Covariance function versus covariance matrix estimation in efficient semi-parametric regression for longitudinal data analysis

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104900 ◽

2021 ◽

pp. 104900

Author(s):

Shengji Jia ◽

Chunming Zhang ◽

Haoran Lu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Covariance Matrix ◽

Covariance Function ◽

Function Versus ◽

Longitudinal Data Analysis ◽

Covariance Matrix Estimation ◽

Parametric Regression ◽

Matrix Estimation

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Parsimonious Covariance Matrix Estimation for Longitudinal Data

Journal of the American Statistical Association ◽

10.1198/016214502388618942 ◽

2002 ◽

Vol 97 (460) ◽

pp. 1141-1153 ◽

Author(s):

Michael Smith ◽

Robert Kohn

Keyword(s):

Longitudinal Data ◽

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Estimation of Covariance Matrix on Bi-Response Longitudinal Data Analysis with Penalized Spline Regression

Journal of Physics Conference Series ◽

10.1088/1742-6596/979/1/012093 ◽

2018 ◽

Vol 979 ◽

pp. 012093 ◽

Author(s):

A Islamiyati ◽

Fatmawati ◽

N Chamidah

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Covariance Matrix ◽

Longitudinal Data Analysis ◽

Spline Regression ◽

Penalized Spline ◽

Penalized Spline Regression

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Faculty Opinions recommendation of A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718350670.793493808 ◽

2014 ◽

Author(s):

Zdeněk Valenta

Keyword(s):

Functional Genomics ◽

Covariance Matrix ◽

Large Scale ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Scale Covariance

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High-Frequency Covariance Matrix Estimation Using Price Durations

SSRN Electronic Journal ◽

10.2139/ssrn.3162514 ◽

2018 ◽

Author(s):

Xiaolu Zhao ◽

Ingmar Nolte ◽

Stephen J. Taylor

Keyword(s):

Covariance Matrix ◽

High Frequency ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Bayesian Covariance Matrix Estimation Using a Mixture of Decomposable Graphical Models

SSRN Electronic Journal ◽

10.2139/ssrn.966635 ◽

2005 ◽

Author(s):

Helen Jean Armstrong ◽

Christopher K. Carter ◽

Kevin Wong ◽

Robert Kohn

Keyword(s):

Covariance Matrix ◽

Graphical Models ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Decomposable Graphical Models

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Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source

10.21437/interspeech.2017-199 ◽

2017 ◽

Author(s):

Chenglin Xu ◽

Xiong Xiao ◽

Sining Sun ◽

Wei Rao ◽

Eng Siong Chng ◽

...

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Spatial Covariance ◽

Matrix Estimation

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Optimal Shrinkage Covariance Matrix Estimation Under Random Sampling From Elliptical Distributions

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2908144 ◽

2019 ◽

Vol 67 (10) ◽

pp. 2707-2719 ◽

Author(s):

Esa Ollila ◽

Elias Raninen

Keyword(s):

Covariance Matrix ◽

Random Sampling ◽

Covariance Matrix Estimation ◽

Elliptical Distributions ◽

Matrix Estimation

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Longitudinal data analysis: A complex endeavor

New Directions for Child and Adolescent Development ◽

10.1002/cad.20407 ◽

2021 ◽

Vol 2021 (175) ◽

pp. 7-9

Author(s):

Christian Geiser

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Longitudinal Data Analysis

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Band-Inverse TVAR Covariance Matrix Estimation for Adaptive Detection

IEEE Transactions on Aerospace and Electronic Systems ◽

10.1109/taes.2010.5417169 ◽

2010 ◽

Vol 46 (1) ◽

pp. 375-396 ◽

Author(s):

Yuri I. Abramovich ◽

Nicholas K. Spencer ◽

Ben A. Johnson

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Adaptive Detection ◽

Matrix Estimation

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Rapid quantification of extracellular neurotransmitters in mouse brain by PESI/MS/MS and longitudinal data analysis using the R and Stan-based Bayesian state-space model

Talanta ◽

10.1016/j.talanta.2021.122620 ◽

2021 ◽

pp. 122620

Author(s):

Daisuke Kawakami ◽

Mitsuki Tsuchiya ◽

Tasuku Murata ◽

Akira Iguchi ◽

Kei Zaitsu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

State Space ◽

Mouse Brain ◽

State Space Model ◽

Longitudinal Data Analysis ◽

Space Model ◽

Rapid Quantification

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