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List of works by Hannu Oja

A General Class of Signed Rank Tests for Clustered Data when the Cluster Size is Potentially Informative

scientific article

A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis

A spatial rank test and corresponding estimators for several samples

A weighted multivariate signed-rank test for cluster-correlated data

A weighted spatial median for clustered data

article

Affine-invariant rank tests for multivariate independence in independent component models

scientific article

Ageing and cardiovascular responses to head-up tilt in healthy subjects

scientific article published on 11 June 2009

An Affine Equivariant Robust Second-Order BSS Method

Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace

Asymptotic and bootstrap tests for subspace dimension

scientific article

Blind Source Separation for Spatial Compositional Data

scientific article published in 2014

Characteristics of multivariate distributions and the invariant coordinate system

Deflation-Based FastICA With Adaptive Choices of Nonlinearities

Deflation-based separation of uncorrelated stationary time series

article by Jari Petteri Miettinen et al published January 2014 in Journal of Multivariate Analysis

Design and cost optimization for hierarchical data

Fast equivariant JADE

Fourth Moments and Independent Component Analysis

scientific article

Independent component analysis for multivariate functional data

Independent component analysis for tensor-valued data

Independent component analysis: A statistical perspective

Inference on the marginal distribution of clustered data with informative cluster size

scientific article

Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices

scientific article

JADE for Tensor-Valued Observations

article published in 2018

Joint Diagonalization of Several Scatter Matrices for ICA

M-estimation with incomplete and dependent multivariate data

MiRNA Profiles in Lymphoblastoid Cell Lines of Finnish Prostate Cancer Families

scientific article published on 28 May 2015

Model selection using limiting distributions of second-order blind source separation algorithms

scholarly article by Katrin Illner et al published August 2015 in Signal Processing

Multivariate Models and the First Four Moments

Multivariate Nonparametric Tests of Independence

scientific article

MultivariateL1Methods: The PackageMNM

article published in 2011

NMD and microRNA expression profiling of the HPCX1 locus reveal MAGEC1 as a candidate prostate cancer predisposition gene

scientific article

New independent component analysis tools for time series

Nonparametric Analysis of Clustered Multivariate Data

article published in 2010

Notion of information and independent component analysis

On Independent Component Analysis with Stochastic Volatility Models

scientific article

On linear dimension reduction based on diagonalization of scatter matrices for bioinformatics downstream analyses

scientific article published on 22 December 2020

On the multivariate spatial median for clustered data

On the performance indices of ICA and blind source separation

One-sample location tests for multilevel data

Robust Nonparametric Inference

Robustifying principal component analysis with spatial sign vectors

scientific article

SAS/IMLMacros for a Multivariate Analysis of Variance Based on Spatial Signs

Separation of Uncorrelated Stationary time series using Autocovariance Matrices

article by Jari Petteri Miettinen et al published 9 September 2015 in Journal of Time Series Analysis

Sign test of independence between two random vectors

scientific article

Signed-rank tests for location in the symmetric independent component model

Statistical properties of a blind source separation estimator for stationary time series

article by Jari Petteri Miettinen et al published November 2012 in Statistics and Probability Letters

Supervised invariant coordinate selection

article published in 2013

Tests and estimates of shape based on spatial signs and ranks

scientific article

Tests for informative cluster size using a novel balanced bootstrap scheme

scientific article

Tests of multinormality based on location vectors and scatter matrices

scientific article

The squared symmetric FastICA estimator

scientific article

Two sample tests for the nonparametric Behrens–Fisher problem with clustered data

Weighted rank tests and Hodges–Lehmann estimates for the multivariate two-sample location problem with clustered data

article

miR-193b is an epigenetically regulated putative tumor suppressor in prostate cancer.

scientific article

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