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⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Steland, A. (Corresponding author)RWTH*
Adaptive thresholds for monitoring and screening in imbalanced samples: optimality and boosting sensitivity
Annals of the Institute of Statistical Mathematics (2026) [10.1007/s10463-025-00970-9]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ruggeri, F. (Corresponding author) ; Banks, D. ; Cleveland, W. S. ; Fisher, N. I. ; Escobar-Anel, M. ; Giudici, P. ; Raffinetti, E. ; Hoerl, R. W. ; Lin, D. K. J. ; Kenett, R. S. ; Li, W. K. ; Yu, P. L. H. ; Poggi, J.-M. ; Reis, M. S. ; Saporta, G. ; Secchi, P. ; Sen, R. ; Steland, A.RWTH* ; Zhang, Z.
Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?
Applied stochastic models in business and industry 41(2), e70004 (2025) [10.1002/asmb.70004]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Steland, A. (Corresponding author)RWTH*
Discussion on Assessing Predictability of Environmental Time Series With Statistical and Machine Learning Models
Environmetrics: the official journal of the International Environmetrics Society (TIES) 36(2), e70003 (2025) [10.1002/env.70003]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Steland, A. (Corresponding author)RWTH*
Detection of suspicious areas in non-stationary Gaussian fields and locally averaged non-Gaussian linear fields
Journal of statistical planning and inference : JSPI 238, 106273 (2025) [10.1016/j.jspi.2025.106273]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Martens, R.RWTH* ; Steland, A. (Corresponding author)RWTH*
Concentration and Model Selection Consistency of the Group Lasso for α-Mixing Errors
Stat : the ISI's Journal for the Rapid Dissemination of Statistics Research 14(1), e70035 (2025) [10.1002/sta4.70035]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Steland, A. (Corresponding author)RWTH* ; Rafajłowicz, E. ; Rafajłowicz, W.
General adapted‐threshold monitoring in discrete environments and rules for imbalanced classes
Statistica Neerlandica 79(1), e12352 (2024) [10.1111/stan.12352]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mies, F. (Corresponding author)RWTH* ; Steland, A. (Corresponding author)RWTH*
Projection inference for high-dimensional covariance matrices with structured shrinkage targets
Electronic journal of statistics : EJS 18(1), 1643-1676 (2024) [10.1214/24-EJS2225]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Steland, A. (Corresponding author)RWTH*
Are minimum variance portfolios in multi-factor models long in low-beta assets?
Mathematics and financial economics 18, 151-170 (2024) [10.1007/s11579-024-00366-y]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Tebbe, J. ; Zimmer, C. ; Steland, A.RWTH* ; Lange-Hegermann, M. ; Mies, F.
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
2024International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain / Editors: Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li
27. International Conference on Artificial Intelligence and Statistics, AISTATS 2024, ValenicaValenica, Spain, 2 May 2024 - 4 May 20242024-05-022024-05-04 MLResearchPress, Proceedings of machine learning research 238, 1333-1341 (2024)2024     Homepage of book Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article (Review Article) Steland, A. (Corresponding author)RWTH*
Flexible nonlinear inference and change-point testing of high-dimensional spectral density matrices
Journal of multivariate analysis : JMVA 199(January 2024), 105245 (2024) [10.1016/j.jmva.2023.105245]2024   BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |