Adaptive Functional Thresholding for Sparse Covariance Function Estimation in High Dimensions
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Publication:6567942
DOI10.1080/01621459.2023.2200522MaRDI QIDQ6567942
Xinghao Qiao, Qin Fang, Shao-Jun Guo
Publication date: 5 July 2024
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Cites Work
- The Adaptive Lasso and Its Oracle Properties
- Multivariate functional linear regression and prediction
- From sparse to dense functional data and beyond
- Covariance regularization by thresholding
- Nonparametric estimation of large covariance matrices with conditional sparsity
- Minimax sparse principal subspace estimation in high dimensions
- Introduction to empirical processes and semiparametric inference
- Statistical inferences for functional data
- Partially functional linear regression in high dimensions
- Adaptive Thresholding for Sparse Covariance Matrix Estimation
- A Nonparametric Graphical Model for Functional Data With Application to Brain Networks Based on fMRI
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
- Sparse functional linear discriminant analysis
- Partial separability and functional graphical models for multivariate Gaussian processes
- Doubly functional graphical models in high dimensions
- Functional Graphical Models
- Generalized Thresholding of Large Covariance Matrices
- Robust estimation of high-dimensional covariance and precision matrices
- Model Selection and Estimation in Regression with Grouped Variables
- Functional Data Analysis for Sparse Longitudinal Data
- A Wavelet-Based Independence Test for Functional Data With an Application to MEG Functional Connectivity
- Conditional Functional Graphical Models
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