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Yhteisöekologiset monimuuttujamenetelmät

Tuomisto, H.;Ruokolainen, K.
Herbarium, University of Turku2011Publications information icon

Test of the Latent Dimension of a Spatial Blind Source Separation Model

Peer-reviewed
Open access
DOI
10.5705/ss.202021.0326
Muehlmann, Christoph; Bachoc, Francois; Nordhausen, Klaus; Yi, Mengxi
Statistica Sinica2024Publications information icon

Tandem clustering with invariant coordinate selection

Peer-reviewed
Open access
DOI
10.1016/j.ecosta.2024.03.002
Alfons, Andreas; Archimbaud, Aurore; Nordhausen, Klaus; Ruiz-Gazen, Anne
Econometrics and Statistics2024Publications information icon

The Asymptotic Properties of the One-Sample Spatial Rank Methods

Peer-reviewed
Open access
DOI
10.1007/978-3-031-61853-6_3
Möttönen, Jyrki; Nordhausen, Klaus; Oja, Hannu; Radojicic, Una
Springer2024Publications information icon

On the usage of joint diagonalization in multivariate statistics : Speed presentation April 2022

Open access
DOI
10.1016/j.sctalk.2023.100275
Nordhausen, Klaus; Ruiz-Gazen, Anne
Science Talks2023Publications information icon

Modelling multivariate spatio-temporal data with identifiable variational autoencoders

Peer-reviewed
Open access
DOI
10.1016/j.neunet.2024.106774
Sipilä, Mika; Cappello, Claudia; De Iaco, Sandra; Nordhausen, Klaus; Taskinen, Sara
Neural Networks2025Publications information icon

A Multivariate Approach for Modeling Spatio‐Temporal Agrometeorological Variables

Peer-reviewed
Open access
DOI
10.1002/env.2891
De Iaco, Sandra; Cappello, Claudia; Palma, Monica; Nordhausen, Klaus
Environmetrics2025Publications information icon

Spatial Blind Source Separation in the Presence of a Drift

Peer-reviewed
Open access
DOI
10.17713/ajs.v53i2.1668
Muehlmann, Christoph; Filzmoser, Peter; Nordhausen, Klaus
Austrian Journal of Statistics2024Publications information icon

Approximating symmetrized estimators of scatter via balanced incomplete U-statistics

Peer-reviewed
Open access
DOI
10.1007/s10463-023-00879-1
Dümbgen, Lutz; Nordhausen, Klaus
Annals of the Institute of Statistical Mathematics2024Publications information icon

Stationary subspace analysis based on second-order statistics

Peer-reviewed
Open access
DOI
10.1016/j.cam.2023.115379
Flumian, Lea; Matilainen, Markus; Nordhausen, Klaus; Taskinen, Sara
Journal of computational and applied mathematics2024

Yhteisöekologiset monimuuttujamenetelmät

2011

Test of the Latent Dimension of a Spatial Blind Source Separation Model

Peer-reviewed
Open access
DOI
10.5705/ss.202021.0326
2024

Tandem clustering with invariant coordinate selection

Peer-reviewed
Open access
DOI
10.1016/j.ecosta.2024.03.002
2024

The Asymptotic Properties of the One-Sample Spatial Rank Methods

Peer-reviewed
Open access
DOI
10.1007/978-3-031-61853-6_3
2024

On the usage of joint diagonalization in multivariate statistics : Speed presentation April 2022

Open access
DOI
10.1016/j.sctalk.2023.100275
2023

Modelling multivariate spatio-temporal data with identifiable variational autoencoders

Peer-reviewed
Open access
DOI
10.1016/j.neunet.2024.106774
2025

A Multivariate Approach for Modeling Spatio‐Temporal Agrometeorological Variables

Peer-reviewed
Open access
DOI
10.1002/env.2891
2025

Spatial Blind Source Separation in the Presence of a Drift

Peer-reviewed
Open access
DOI
10.17713/ajs.v53i2.1668
2024

Approximating symmetrized estimators of scatter via balanced incomplete U-statistics

Peer-reviewed
Open access
DOI
10.1007/s10463-023-00879-1
2024

Stationary subspace analysis based on second-order statistics

Peer-reviewed
Open access
DOI
10.1016/j.cam.2023.115379
2024