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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Huymajer, Marco ; Filzmoser, Peter ; Mazak, Alexandra ; Winkler, Leopold ; Kraxner, Hans | Opportunities and pitfalls of regression algorithms for predicting the residual value of heavy equipment — A comparative analysis | Article Artikel  | 1-Feb-2025 |
| 2 | | Brandl, Michael ; Martinez Sevilla, Maria del Carmen ; Hauzenberger, Christoph A. ; Filzmoser, Peter ; Milić, Bogdana ; Horejs, Barbara | Unveiling Neolithic Economic Behavior: A Novel Approach to Chert Procurement at Çukuriçi Höyük, Western Anatolia | Article Artikel | 2025 |
| 3 |  | Oguamalam, Jeremy ; Filzmoser, Peter ; Hron, Karel ; Menafoglio, Alessandra ; Radojicic, Una | Robust functional PCA for density data | Preprint Preprint   | 26-Dec-2024 |
| 4 | | Radojicic, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Expainable outlier detection for multivariate random processes with separable covariance structure | Presentation Vortrag | 17-Dec-2024 |
| 5 |  | Parzer, Roman ; Vana Gür, Laura ; Filzmoser, Peter | spar: Sparse Projected Averaged Regression in R | Preprint Preprint | 26-Nov-2024 |
| 6 | | Brune, Barbara ; Ortner, Irene ; Filzmoser, Peter | A rank-based estimation method for mixed effects models in the presence of outlying data | Article Artikel | 18-Nov-2024 |
| 7 | | Neubauer, Lukas ; Filzmoser, Peter | Enhancing Forecasts Using Real-Time Data Flow and Hierarchical Forecast Reconciliation, with Applications to the Energy Sector | Preprint Preprint | 3-Nov-2024 |
| 8 |  | Varmuza, Kurt ; Filzmoser, Peter | Adjusted Pareto Scaling for Multivariate Calibration Models | Article Artikel | Nov-2024 |
| 9 | | Filzmoser, Peter | Accounting for spatial dependencies in robust anomaly detection | Presentation Vortrag | 29-Oct-2024 |
| 10 | | Vorstandlechner, Michael ; Harlfinger, Julia ; Kien, Christina ; Ritschl, Valentin ; Chapman, Anna ; Schneckenreither, Günter ; Zauner, Günther ; Gartlehner, Gerald ; Popper, Nikolas ; Stamm, Tanja | Impact of COVID-19 measures on psychosocial outcomes in Austria – a qualitative vignette study | Article Artikel | 28-Oct-2024 |
| 11 | | Filzmoser, Peter | Principal Component Analysis: Extensions towards robustness and sparsity | Presentation Vortrag | 25-Oct-2024 |
| 12 | | Radojičić, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Explainable Outlier Detection for Multivariate Functional Data | Presentation Vortrag | 25-Oct-2024 |
| 13 | | Filzmoser, Peter | Robust regression and classification for high-dimensional compositions | Presentation Vortrag | 17-Oct-2024 |
| 14 | | Nesrstová, Viktorie ; Wilms, Ines ; Hron, Karel ; Filzmoser, Peter | Identifying Important Pairwise Logratios in Compositional Data with Sparse Principal Component Analysis | Article Artikel | 10-Oct-2024 |
| 15 | | Filzmoser, Peter | Outlier detection and explanation for matrix-variate data | Presentation Vortrag | 7-Oct-2024 |
| 16 | | Radojicic, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Explainable outlier detection for multivariate functional data based on a functional Mahalanobis distance | Presentation Vortrag | 3-Oct-2024 |
| 17 |  | Parzer, Roman ; Filzmoser, Peter ; Vana Gür, Laura | Data-Driven Random Projection and Screening for High-Dimensional Generalized Linear Models | Preprint Preprint | 1-Oct-2024 |
| 18 | | Neubauer, Lukas ; Filzmoser, Peter | Improving forecasts for heterogeneous time series by “averaging”, with application to food demand forecasts | Article Artikel | Oct-2024 |
| 19 | | Päprer, Paul ; Neufeld, Janis S. ; Buscher, Udo ; Kunovjanek, Maximilian ; Wastian, Matthias ; Rosenberger, Jakob ; Joshi, Kanchan ; Scherr, Ninja ; Ehmke, Jan ; Schwab, Nadine ; Popper, Nikolas | Zielkonflikte in der Umlaufplanung für Triebfahrzeuge | Special Contribution Spezialbeitrag | Oct-2024 |
| 20 | | Filzmoser, Peter | Cell-wise robust and sparse principal component analysis | Presentation Vortrag | 24-Sep-2024 |
