Independent component analysis: a statistical perspective
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Publication:6602209
DOI10.1002/wics.1440zbMATH Open1544.62114MaRDI QIDQ6602209
Publication date: 11 September 2024
Published in: Wiley Interdisciplinary Reviews. WIREs Computational Statistics (Search for Journal in Brave)
fastICAasymptotic distributionminimum distance indexblind source separation (BSS)projection pursuit (PP)fourth-order blind identification (FOBI)joint approximate diagonalization of eigenmatrices (JADE)
Cites Work
- Unnamed Item
- Unnamed Item
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- Invariant Co-Ordinate Selection
- A Mathematical Theory of Communication
- Functional linear regression analysis for longitudinal data
- ICS for Multivariate Outlier Detection with Application to Quality Control
- Fourth moments and independent component analysis
- A more efficient second order blind identification method for separation of uncorrelated stationary time series
- The use of a common location measure in the invariant coordinate selection and projection pursuit
- Deflation-based separation of uncorrelated stationary time series
- Inference for functional data with applications
- Characteristics of multivariate distributions and the invariant coordinate system
- Semiparametrically efficient inference based on signed ranks in symmetric independent component models
- Statistical properties of a blind source separation estimator for stationary time series
- Independent component analysis via nonparametric maximum likelihood estimation
- New independent component analysis tools for time series
- Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure
- An RKHS formulation of the inverse regression dimension-reduction problem
- Complex-valued ICA based on a pair of generalized covariance matrices
- Projection pursuit
- Independent component analysis, a new concept?
- Blind separation methods based on Pearson system and its extensions
- Independent component analysis for tensor-valued data
- Nonlinear sufficient dimension reduction for functional data
- On the Ghurye-Olkin-Zinger theorem
- Efficient independent component analysis
- A fixed-point algorithm for blind source separation with nonlinear autocorrelation
- On robustifying some second order blind source separation methods for nonstationary time series
- Functional data analysis.
- Nonparametric functional data analysis. Theory and practice.
- Separation of Uncorrelated Stationary time series using Autocovariance Matrices
- Supervised invariant coordinate selection
- Independent component analysis: recent advances
- JADE for Tensor-Valued Observations
- A cautionary note on robust covariance plug-in methods
- What is Projection Pursuit?
- Sliced Inverse Regression for Dimension Reduction
- Probability Theory
- Functional sliced inverse regression analysis
- Cluster Identification Using Projections
- Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures
- Compact CramÉr–Rao Bound Expression for Independent Component Analysis
- The Deflation-Based FastICA Estimator: Statistical Analysis Revisited
- Uniqueness of Non-Gaussianity-Based Dimension Reduction
- Deflation-Based FastICA With Adaptive Choices of Nonlinearities
- A Convergence and Asymptotic Analysis of the Generalized Symmetric FastICA Algorithm
- A Projection Pursuit Algorithm for Exploratory Data Analysis
- R-Estimation for Asymmetric Independent Component Analysis
- Multivariate Models and the First Four Moments
- Combining eigenvalues and variation of eigenvectors for order determination
- Functional Data Analysis for Sparse Longitudinal Data
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