List of works - Sara Taskinen

A Review of Tyler’s Shape Matrix and Its Extensions

A large-scale and long-term experiment to identify effectiveness of ecosystem restoration

scientific article published on 3 April 2024

A more efficient second order blind identification method for separation of uncorrelated stationary time series

article by Sara Taskinen et al published September 2016 in Statistics and Probability Letters

A review of second‐order blind identification methods

scientific article

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

scientific article

Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models

scientific article

Applying fully tensorial ICA to fMRI data

Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp

scientific article

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

Dimension Reduction for Time Series in a Blind Source Separation Context Using R

scientific article

Efficient estimation of generalized linear latent variable models

scientific article published on 01 May 2019

Extending Joint Models in Community Ecology: A Response to Beissinger et al.

scientific article published on 8 August 2016

Extracting Conditionally Heteroskedastic Components using Independent Component Analysis

scientific article published on 08 September 2019

Fall Incidence in Frail Older Women after Individualized Visual Feedback-Based Balance Training

scientific article published on 01 November 2004

Fast equivariant JADE

Fourth Moments and Independent Component Analysis

scientific article

Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology

Independent component analysis based on symmetrised scatter matrices

scientific article

Influence Functions and Efficiencies of k-Step Hettmansperger–Randles Estimators for Multivariate Location and Regression

scientific article

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

scientific article

Iterative Weighted Least Squares

scientific article published in 2022

Least Median of Squares

scientific article published in 2021

Locally Weighted Scatterplot Smoother

scientific article published in 2021

Metabolic health, menopause, and physical activity-a 4-year follow-up study

scientific article

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

Model-based approaches to unconstrained ordination

article

Multivariate Nonparametric Tests of Independence

scientific article

On Independent Component Analysis with Stochastic Volatility Models

scientific article

On the Computation of Symmetrized M-Estimators of Scatter

scientific article

Parent-child and spousal relationships in families with a young child with end-stage renal disease

scientific article published on 11 September 2013

Publication and Coauthorship Networks of Hannu Oja

Robust estimation and inference for bivariate line-fitting in allometry ⬇️

scientific article published on June 17, 2011

Robust tests for one or more allometric lines ⬇️

scientific article published on May 17, 2013

Robustifying principal component analysis with spatial sign vectors

scientific article

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

Signal dimension estimation in BSS models with serial dependence

scientific article published on 16 November 2022

Singular Spectrum Analysis

So Many Variables: Joint Modeling in Community Ecology.

scientific article published on 27 October 2015

Stationary subspace analysis based on second-order statistics

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

Symmetrised M-estimators of multivariate scatter

scientific article

Testate amoebae community analysis as a tool to assess biological impacts of peatland use

scientific article

Tests and estimates of shape based on spatial signs and ranks

scientific article

Tests of multinormality based on location vectors and scatter matrices

scientific article

The squared symmetric FastICA estimator

scientific article

Variational Approximations for Generalized Linear Latent Variable Models

What information should I look for again? Attentional difficulties distracts reading of task assignments

scientific article

fICA: FastICA Algorithms and Their Improved Variants

scientific article

gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r

scientific article

k-Step shape estimators based on spatial signs and ranks

scientific article

smatr 3- an R package for estimation and inference about allometric lines

article published in 2011

List of works by Sara Taskinen

A Review of Tyler’s Shape Matrix and Its Extensions

A large-scale and long-term experiment to identify effectiveness of ecosystem restoration

A more efficient second order blind identification method for separation of uncorrelated stationary time series

A review of second‐order blind identification methods

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

Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models

Applying fully tensorial ICA to fMRI data

Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp

Deflation-Based FastICA With Adaptive Choices of Nonlinearities

Deflation-based separation of uncorrelated stationary time series

Dimension Reduction for Time Series in a Blind Source Separation Context Using R

Efficient estimation of generalized linear latent variable models

Extending Joint Models in Community Ecology: A Response to Beissinger et al.

Extracting Conditionally Heteroskedastic Components using Independent Component Analysis

Fall Incidence in Frail Older Women after Individualized Visual Feedback-Based Balance Training

Fast equivariant JADE

Fourth Moments and Independent Component Analysis

Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology

Independent component analysis based on symmetrised scatter matrices

Influence Functions and Efficiencies of k-Step Hettmansperger–Randles Estimators for Multivariate Location and Regression

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

Iterative Weighted Least Squares

Least Median of Squares

Locally Weighted Scatterplot Smoother

Metabolic health, menopause, and physical activity-a 4-year follow-up study

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

Model-based approaches to unconstrained ordination

Multivariate Nonparametric Tests of Independence

On Independent Component Analysis with Stochastic Volatility Models

On the Computation of Symmetrized M-Estimators of Scatter

Parent-child and spousal relationships in families with a young child with end-stage renal disease

Publication and Coauthorship Networks of Hannu Oja

Robust estimation and inference for bivariate line-fitting in allometry ⬇️

Robust tests for one or more allometric lines ⬇️

Robustifying principal component analysis with spatial sign vectors

Separation of Uncorrelated Stationary time series using Autocovariance Matrices

Sign test of independence between two random vectors

Signal dimension estimation in BSS models with serial dependence

Singular Spectrum Analysis

So Many Variables: Joint Modeling in Community Ecology.

Stationary subspace analysis based on second-order statistics

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

Symmetrised M-estimators of multivariate scatter

Testate amoebae community analysis as a tool to assess biological impacts of peatland use

Tests and estimates of shape based on spatial signs and ranks

Tests of multinormality based on location vectors and scatter matrices

The squared symmetric FastICA estimator

Variational Approximations for Generalized Linear Latent Variable Models

What information should I look for again? Attentional difficulties distracts reading of task assignments

fICA: FastICA Algorithms and Their Improved Variants

gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r

k-Step shape estimators based on spatial signs and ranks

smatr 3- an R package for estimation and inference about allometric lines