Olga Kaiser
Olga Kaiser
Post Doctoral Researcher, Institute of Computational Science, Università della Svizzera italiana
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On inference of statistical regression models for extreme events based on incomplete observation data
O Kaiser, I Horenko
Communications in Applied Mathematics and Computational Science 9 (1), 143-174, 2014
82014
Statistical regression analysis of threshold excesses with systematically missing covariates
O Kaiser, D Igdalov, I Horenko
Multiscale Modeling & Simulation 13 (2), 594-613, 2015
32015
On a simultaneous parameter inference and missing data imputation for nonstationary autoregressive models
D Igdalov, O Kaiser, I Horenko
arXiv preprint arXiv:1912.12894, 2019
2019
Stochastic Parametrization for the Impact of Neglected Variability Patterns
O Kaiser, S Hien, U Achatz, I Horenko
EGUGA, 10397, 2017
2017
Spatio-Temporal Regression Based Clustering of Precipitation Extremes in a Presence of Systematically Missing Covariates
O Kaiser, O Martius, I Horenko
EGUGA, 10197, 2017
2017
Data-Based Analysis of Extreme Events: Inference, Numerics and Applications
O Kaiser
Università della Svizzera italiana, 2015
2015
On data-based analysis of extreme events in multidimensional non-stationary meteorological systems: Based on advanced time series analysis methods and general extreme value theory
O Kaiser, I Horenko
EGUGA, 4251, 2012
2012
Statistical regression analysis of exceedances over a high threshold based on incomplete observation data
O Kaiser, I Horenko
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Artikler 1–8