A wavelet-based approach for imputation in nonstationary multivariate time series
type: Item
instance of: scholarly article
published in: Statistics and Computing
volume: 31
issue: 2
publication date: 2021-02-17T00:00:00Z
publication date: 2021-12-09T00:00:00Z
author: Rebecca Wilson
author: Idris A. Eckley
author: M. A. Nunes
author: Timothy Park
author: Rebecca E. Wilson
author: Timothy A. Park
title: A wavelet-based approach for imputation in nonstationary multivariate time series
zbMATH Open document ID: 1475.62067
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62D10
Mathematics Subject Classification ID: 62M10
zbMATH DE Number: 7441915
zbMATH Keywords: imputation
zbMATH Keywords: local stationarity
zbMATH Keywords: missing data
zbMATH Keywords: multivariate time series
MaRDI profile type: Publication
full work available at URL: s11222-021-09998-2
OpenAlex ID: W3121341047
cites work: Multiple imputation for continuous variables using a Bayesian principal component analysis
cites work: Comparing the continuous representation of time-series expression profiles to identify differentially expressed genes
cites work: Simultaneous multiple change-point and factor analysis for high-dimensional time series
cites work: A likelihood approximation for locally stationary processes
cites work: Q4139463
cites work: Forecasting non-stationary time series by wavelet process modelling
cites work: A Haar–Fisz technique for locally stationary volatility estimation
cites work: A Note on the Effect of Wavelet Choice on the Estimation of the Evolutionary Wavelet Spectrum
cites work: Wavelet spectral testing: application to nonstationary circadian rhythms
cites work: Q5262074
cites work: Maximum Likelihood Fitting of ARMA Models to Time Series with Missing Observations
cites work: A wavelet-based approach for detecting changes in second order structure within nonstationary time series
cites work: Spectral estimation for locally stationary time series with missing observations
cites work: Q4779059
cites work: Dynamic factor analysis of nonstationary multivariate time series
cites work: SLEX Analysis of Multivariate Nonstationary Time Series
cites work: Estimating Time-Evolving Partial Coherence Between Signals via Multivariate Locally Stationary Wavelet Processes
cites work: Q5445942
cites work: Gaussian approximations for non-stationary multiple time series
DOI: 10.1007/S11222-021-09998-2
description: scientific article; zbMATH DE number 7441915