Hannu Oja
Publications
- Variable screening based on Gaussian Centered L-moments (2023)
- Computational Statistics and Data Analysis
(Refereed journal article or data article (A1)) - Asymptotic and bootstrap tests for subspace dimension (2022)
- Journal of Multivariate Analysis
(Refereed journal article or data article (A1)) - Independent component analysis for multivariate functional data (2020)
- Journal of Multivariate Analysis
(Refereed journal article or data article (A1)) - M-estimation with incomplete and dependent multivariate data (2020)
- Journal of Multivariate Analysis
(Refereed journal article or data article (A1)) - NOTION OF INFORMATION AND INDEPENDENT COMPONENT ANALYSIS (2020)
- Applications of Mathematics
(Refereed journal article or data article (A1)) - On linear dimension reduction based on diagonalization of scatter matrices for bioinformatics downstream analyses (2020)
- Heliyon
(Refereed journal article or data article (A1)) - Sliced average variance estimation for multivariate time series (2019)
- Statistics
(Refereed journal article or data article (A1)) - Independent component analysis: A statistical perspective (2018)
- Wiley Interdisciplinary Reviews: Computational Statistics
(Refereed review article in scientific journal (A2)) - JADE for Tensor-Valued Observations (2018)
- Journal of Computational and Graphical Statistics
(Refereed journal article or data article (A1)) - Robust Nonparametric Inference (2018)
- Annual Review of Statistics and Its Application
(Refereed review article in scientific journal (A2)) - Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace (2017)
- IEEE Signal Processing Letters
(Refereed journal article or data article (A1)) - Independent component analysis for tensor-valued data (2017)
- Journal of Multivariate Analysis
(Refereed journal article or data article (A1)) - On Independent Component Analysis with Stochastic Volatility Models (2017)
- Austrian Journal of Statistics
(Refereed journal article or data article (A1)) - Special issue on functional data analysis (2017)
- Econometrics and Statistics
(Article or data-article in scientific journal (B1)) - Supervised dimension reduction for multivariate time series (2017)
- Econometrics and Statistics
(Refereed journal article or data article (A1)) - Tests for informative cluster size using a novel balanced bootstrap scheme (2017)
- Statistics in Medicine
(Refereed journal article or data article (A1)) - The squared symmetric FastICA estimator (2017)
- Signal Processing
(Refereed journal article or data article (A1)) - Affine-invariant rank tests for multivariate independence in independent component models (2016)
- Electronic Journal of Statistics
(Refereed journal article or data article (A1)) - Combining Linear Dimension Reduction Estimates (2016) Recent Advances in Robust Statistics: Theory and Applications E. Liski, K. Nordhausen, H. Oja, A. Ruiz-Gazen
(Refereed article in compilation book (A3)) - Discussion on "Asymptotic Theory of Outlier Detection Algorithms for Linear Time Series Regression Problems" by Soren Johansen and Bent Nielsen (2016)
- Scandinavian Journal of Statistics
(Article or data-article in scientific journal (B1))