Sara Taskinen

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ORCID link: https://orcid.org/0000-0001-9470-7258

Active JYU affiliations

Department of Mathematics and Statistics, Senior Lecturer

Previous, inactive or other affiliations

Sara Ahola, Department of Mathematics and Statistics (University of Jyväskylä), Senior Lecturer

Research interests

We develop new, efficient statistical methods which can be used when analysing very high-dimensional and complex multivariate data. The methods will be mainly applied to ecological and brain-imaging data.

Fields of science

112 Statistics and probability (Natural sciences)

Publications

1 of 5

A review of second‐order blind identification methods (2022) Pan, Yan; et al.; A2; OA
Iterative Weighted Least Squares (2022) Taskinen, Sara; et al.; A3; 978-3-030-26050-7
ivaBSS: Tools for Independent Vector Analysis (2022) Sipilä, Mika; et al.; I2; OA
Metabolic health, menopause, and physical activity : a 4-year follow-up study (2022) Hyvärinen, Matti; et al.; A1; OA
The effects of grazing history, soil properties and stand structure on the communities of saprotrophic fungi in wood-pastures (2022) Tervonen, Kaisa; et al.; A1; OA
Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models (2021) Niku, Jenni; et al.; A1; OA
Dimension Reduction for Time Series in a Blind Source Separation Context Using R (2021) Nordhausen, Klaus; et al.; A1; OA
Least Median of Squares (2021) Taskinen, Sara; et al.; A3; 978-3-030-26050-7
Locally Weighted Scatterplot Smoother (2021) Nordhausen, Klaus; et al.; A3; 978-3-030-26050-7
ssaBSS : Stationary Subspace Analysis (2021) Matilainen, Markus; et al.; I2; OA
Extracting conditionally heteroskedastic components using independent component analysis (2020) Miettinen, Jari; et al.; A1; OA
Efficient estimation of generalized linear latent variable models (2019) Niku, Jenni; et al.; A1; OA
gllvm : Fast analysis of multivariate abundance data with generalized linear latent variable models in R (2019) Niku, Jenni; et al.; A1; OA
What information should I look for again? : Attentional difficulties distracts reading of task assignments (2019) Hautala, Jarkko; et al.; A1; OA
fICA : FastICA Algorithms and Their Improved Variants (2018) Miettinen, Jari; et al.; A1; OA