Semi-parametric inference for large-scale data with temporally dependent noise

DOI10.1214/23-ejs2171OpenAlexW4388578482MaRDI QIDQ6184895

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Publication date: 5 January 2024

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-17/issue-2/Semi-parametric-inference-for-large-scale-data-with-temporally-dependent/10.1214/23-EJS2171.full

zbMATH Keywords

false discovery ratefMRIneuroimagingauto-covariance matrixpartially-linear model

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Parametric inference under constraints (62F30) Robustness and adaptive procedures (parametric inference) (62F35)

Cites Work

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• Covariance matrix estimation for stationary time series
• Statistical inference in partially time-varying coefficient models
• Local linear quantile estimation for nonstationary time series
• Semiparametric detection of significant activation for brain fMRI
• Optimal rates of convergence for covariance matrix estimation
• Operator norm consistent estimation of large-dimensional sparse covariance matrices
• Subsampling
• A novel partial-linear single-index model for time series data
• On the root-\(n\)-consistent semiparametric estimation of partially linear models
• Semiparametric estimation in triangular system equations with nonstationarity
• Regularized estimation of large covariance matrices
• Adaptive Thresholding for Sparse Covariance Matrix Estimation
• Banded and tapered estimates for autocovariance matrices and the linear process bootstrap
• Testing parametric assumptions of trends of a nonstationary time series
• Estimation of the error autocorrelation matrix in semiparametric model for fMRI data
• Root-N-Consistent Semiparametric Regression
• Strong Control, Conservative Point Estimation and Simultaneous Conservative Consistency of False Discovery Rates: A Unified Approach
• Statistical Issues in fMRI for Brain Imaging
• Positive-Definite ℓ₁-Penalized Estimation of Large Covariance Matrices
• Semiparametric estimation of generalized transformation panel data models with nonstationary error
• Inference of Trends in Time Series
• Generalized dynamic semi‐parametric factor models for high‐dimensional non‐stationary time series
• Estimation for single-index and partially linear single-index integrated models

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