Efficient independent component analysis
From MaRDI portal
Publication:2373580
DOI10.1214/009053606000000939zbMath1114.62033arXiv0705.4230OpenAlexW3099400922MaRDI QIDQ2373580
Publication date: 12 July 2007
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/0705.4230
semiparametric modelsB-splinesasymptotically efficientgeneralized \(M\)-estimatorsefficient score functions
Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)
Related Items
A semiparametric approach to source separation using independent component analysis, Affine-invariant rank tests for multivariate independence in independent component models, Understanding resident mobility in Milan through independent component analysis of Telecom Italia mobile usage data, Sampling properties of color independent component analysis, A new algorithm of non-Gaussian component analysis with radial kernel functions, Quantifying identifiability in independent component analysis, Free component analysis: theory, algorithms and applications, Discrete mixtures of normals pseudo maximum likelihood estimators of structural vector autoregressions, Locally robust inference for non-Gaussian linear simultaneous equations models, Time series estimation of the dynamic effects of disaster-type shocks, Time Series Source Separation Using Dynamic Mode Decomposition, Adaptive Estimation in Multiple Time Series With Independent Component Errors, Template Independent Component Analysis with Spatial Priors for Accurate Subject-Level Brain Network Estimation and Inference, Bayesian Spatial Blind Source Separation via the Thresholded Gaussian Process, Maximum independent component analysis with application to EEG data, Semiparametrically efficient inference based on signed ranks in symmetric independent component models, Gene feature interference deconvolution, Modeling disease dynamics and survivor functions by sanogenesis curves, Topographic map formation of factorized Edgeworth-expanded kernels, A general procedure for learning mixtures of independent component analyzers, Separation of Uncorrelated Stationary time series using Autocovariance Matrices, Independent component analysis via nonparametric maximum likelihood estimation, Consistency of restricted maximum likelihood estimators of principal components, An evaluation of independent component analyses with an application to resting‐state fMRI, Linear Non-Gaussian Component Analysis Via Maximum Likelihood, Kernel-Based Tests for Joint Independence, Fourth moments and independent component analysis
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Characteristic-function-based independent component analysis
- A penalty method for nonparametric estimation of the logarithmic derivative of a density function
- Projection pursuit
- Empirical smoothing parameter selection in adaptive estimation
- Independent component analysis, a new concept?
- Nonparametric independent component analysis
- 10.1162/153244303768966085
- Blind separation of mixture of independent sources through a quasi-maximum likelihood approach
- On Profile Likelihood
- Consistent independent component analysis and prewhitening
- A practical guide to splines.