Cover Image

Determining the signal dimension in second order source separation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Virta, Joni, Nordhausen, Klaus
Format:	Preprint
Published:	2018
Subjects:	Statistics Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unsupervised linear discrimination using skewness
by: Radojicic, Una, et al.
Published: (2025)

Fast tensorial JADE
by: Virta, Joni, et al.
Published: (2018)

Large-Sample Properties of Non-Stationary Source Separation for Gaussian Signals
by: Bachoc, François, et al.
Published: (2022)

Asymptotic testing of covariance separability for matrix elliptical data
by: Virta, Joni, et al.
Published: (2026)

Dimension estimation in PCA model using high-dimensional data augmentation
by: Radojicic, Una, et al.
Published: (2025)

New M-estimator of the leading principal component
by: Virta, Joni, et al.
Published: (2025)

Spatial depth for data in metric spaces
by: Joni Virta
Published: (2026)

Asymptotic and bootstrap tests for subspace dimension
by: Nordhausen, Klaus, et al.
Published: (2016)

A method for sparse and robust independent component analysis
by: Heinonen, Lauri, et al.
Published: (2025)

Test of the Latent Dimension of a Spatial Blind Source Separation Model
by: Muehlmann, Christoph, et al.
Published: (2020)

The Asymptotic Properties of the One-Sample Spatial Rank Methods
by: Möttönen, Jyrki, et al.
Published: (2023)

Priors for second-order unbiased Bayes estimators
by: Sakai, Mana, et al.
Published: (2024)

Usual stochastic orderings of the second-order statistics with dependent heterogeneous semi-parametric distribution random variables
by: Lv, Guoqiang
Published: (2024)

Exploring first and second-order spatio-temporal structures of lightning strike impacts in the French Alps using subsampling
by: Coeurjolly, Jean-François, et al.
Published: (2024)

Bayesian causal discovery: Posterior concentration and optimal detection
by: Lungu, Valentinian, et al.
Published: (2025)

Sparse spanning portfolios and under-diversification with second-order stochastic dominance
by: Arvanitis, Stelios, et al.
Published: (2024)

The loss landscape of deep linear neural networks: a second-order analysis
by: Achour, El Mehdi, et al.
Published: (2021)

Practically significant change points in high dimension -- measuring signal strength pro active component
by: Quanz, Pascal, et al.
Published: (2025)

Spectral approximation for the separable covariance mixture model
by: Deitmar, Ben
Published: (2026)

On the probability of linear separability through intrinsic volumes
by: Kuchelmeister, Felix
Published: (2024)

Large sample properties of GMM estimators under second-order identification
by: Kruiniger, Hugo
Published: (2023)

Property testing in graphical models: testing small separation numbers
by: Devroye, Luc, et al.
Published: (2024)

Asymptotic limits of spiked eigenvalues and eigenvectors of signal-plus-noise matrices with weak signals and heteroskedastic noise
by: Liu, Xiaoyu, et al.
Published: (2023)

A Review of Generalized Linear Latent Variable Models and Related Computational Approaches
by: Pekka Korhonen, et al.
Published: (2024)

Validating spatial-temporal separability for stationary processes
by: Bai, Lujia, et al.
Published: (2026)

Goodness-of-fit test for count distributions with finite second moment
by: Di Noia, Antonio, et al.
Published: (2021)

Reconciling common source, specific source, feature based and score based likelihood ratios
by: Boonstra, Aafko, et al.
Published: (2024)

Identification in source apportionment using geometry
by: Jin, Bora, et al.
Published: (2025)

Theoretical analysis of phase-rectified signal averaging (PRSA) algorithm
by: Akahori, Jiro, et al.
Published: (2025)

The decomposite $T^{2}$-test when the dimension is large
by: Tsai, Chia-Hsuan, et al.
Published: (2024)

New statistical methodology for second level global sensitivity analysis
by: Meynaoui, Anouar, et al.
Published: (2019)

The noise barrier and the large signal bias of the Lasso and other convex estimators
by: Bellec, Pierre C
Published: (2018)

Exact recovery in the double sparse model: sufficient and necessary signal conditions
by: Liu, Shixiang, et al.
Published: (2025)

A critical comparison of handling zeros in high-dimensional compositional count data
by: Tang, Wenqi, et al.
Published: (2026)

Community detection for binary graphical models in high dimension
by: Chevallier, Julien, et al.
Published: (2024)

A dimension reduction for extreme types of directed dependence
by: Fuchs, Sebastian, et al.
Published: (2025)

Intrinsic dimension concentration inequalities for self-adjoint operators
by: Martinez-Taboada, Diego, et al.
Published: (2026)

Error bounds of Median-of-means estimators with VC-dimension
by: Wang, Yuxuan, et al.
Published: (2024)

Sum-of-norms clustering does not separate nearby balls
by: Dunlap, Alexander, et al.
Published: (2021)

Likelihood ratio tests under model misspecification in high dimensions
by: Dörnemann, Nina
Published: (2022)