Katja Ickstadt

30 papers Journal 27Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Scalable Bayesian p-generalized probit and logistic regression. Adv. Data Anal. Classif. Zeyu Ding, Simon Omlor, Katja Ickstadt, Alexander Munteanu
2026	J	`jnl`	Scalable Learning of Multivariate Distributions via Coresets. CoRR Zeyu Ding, Katja Ickstadt, Nadja Klein, Alexander Munteanu, Simon Omlor
2025	J	`jnl`	Beschleunigung umweltpolitischer Entscheidungen durch verlässliche Daten und effiziente statistische Methoden. AStA Wirtschafts und Sozialstatistisches Arch. Katja Ickstadt, Susanne Breitner-Busch, André Conrad, Andreas Diekmann, Christina Elmer, Simon Felgendreher, Roland Fried, Sarah Friedrich, Kateryna Fuks, Andreas Groll, Andreas N. Hense, Claudia Hornberg, Helmut Küchenhoff, Heinz Leitgöb, Friederike Paetz, Walter J. Radermacher, Simon Schürz, Kathrin Wolf
2025	J	`jnl`	Joint models in big data: simulation-based guidelines for required data quality in longitudinal electronic health records. BioData Min. Berit Hunsdieck, Christian Bender, Katja Ickstadt, Johanna Mielke
2022	—	`ch.`	Bayesian Analysis for Dimensionality and Complexity Reduction. Mach. Learn. under Resour. Constraints Vol. 3 (3) Zeyu Ding, Katja Ickstadt, Alexander Munteanu
2022	J	`jnl`	Correction to: Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression. BMC Bioinform. Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
2022	J	`jnl`	Is there a role for statistics in artificial intelligence? Adv. Data Anal. Classif. Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
2022	J	`jnl`	shinybrms: Fitting Bayesian Regression Models Using a Graphical User Interface for the R Package brms. R J. Frank Weber, Katja Ickstadt, Änne Glass
2021	J	`jnl`	Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression. BMC Bioinform. Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
2020	J	`jnl`	Is there a role for statistics in artificial intelligence? CoRR Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
2020	J	`jnl`	Streaming statistical models via Merge & Reduce. Int. J. Data Sci. Anal. Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Christian Sohler
2018	J	`jnl`	Bayesian prediction for a jump diffusion process - With application to crack growth in fatigue experiments. Reliab. Eng. Syst. Saf. Simone Hermann, Katja Ickstadt, Christine H. Müller
2018	J	`jnl`	Data Science: the impact of statistics. Int. J. Data Sci. Anal. Claus Weihs, Katja Ickstadt
2017	J	`jnl`	Integration of Multiple Genomic Data Sources in a Bayesian Cox Model for Variable Selection and Prediction. Comput. Math. Methods Medicine Tabea Treppmann, Katja Ickstadt, Manuela Zucknick
2017	J	`jnl`	Random projections for Bayesian regression. Stat. Comput. Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler
2017	J	`jnl`	Towards a Systematic Screening Tool for Quality Assurance and Semiautomatic Fraud Detection for Images in the Life Sciences. Sci. Eng. Ethics Lars Koppers, Holger Wormer, Katja Ickstadt
2015	J	`jnl`	A Bayesian mixture model to quantify parameters of spatial clustering. Comput. Stat. Data Anal. Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer, Katja Ickstadt
2015	J	`jnl`	A novel crossover operator based on variable importance for evolutionary multi-objective optimization with tree representation. J. Heuristics Swaantje Casjens, Holger Schwender, Thomas Brüning, Katja Ickstadt
2015	J	`jnl`	Random projections for Bayesian regression. CoRR Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler
2015	J	`jnl`	Retrospective Bayesian outlier detection in INGARCH series. Stat. Comput. Roland Fried, Inoncent Agueusop, Björn Bornkamp, Konstantinos Fokianos, Jana Fruth, Katja Ickstadt
2015	J	`jnl`	Uncovering distinct protein-network topologies in heterogeneous cell populations. BMC Syst. Biol. Jakob Wieczorek, Rahuman S. Malik-Sheriff, Yessica Fermin, Hernán E. Grecco, Eli Zamir, Katja Ickstadt
2014	J	`jnl`	Integrative analysis of histone ChIP-seq and transcription data using Bayesian mixture models. Bioinform. Hans-Ulrich Klein, Martin Schäfer, Bo T. Porse, Marie S. Hasemann, Katja Ickstadt, Martin Dugas
2011	J	`jnl`	Frame potential minimization for clustering short time series. Adv. Data Anal. Classif. Tobias Springer, Katja Ickstadt, Joachim Stöckler
2010	—	`conf`	Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer. GfKl Evgenia Freis, Silvia Selinski, Jan G. Hengstler, Katja Ickstadt
2009	J	`jnl`	Integrated analysis of copy number alterations and gene expression: a bivariate assessment of equally directed abnormalities. Bioinform. Martin Schäfer, Holger Schwender, Sylvia Merk, Claudia Haferlach, Katja Ickstadt, Martin Dugas
2009	J	`jnl`	Retention time alignment algorithms for LC/MS data must consider non-linear shifts. Bioinform. Katharina Podwojski, Arno Fritsch, Daniel C. Chamrad, Wolfgang Paul, Barbara Sitek, Kai Stühler, Petra Mutzel, Christian Stephan, Helmut E. Meyer, Wolfgang Urfer, Katja Ickstadt, Jörg Rahnenführer
2008	J	`jnl`	Empirical Bayes analysis of single nucleotide polymorphisms. BMC Bioinform. Holger Schwender, Katja Ickstadt
2007	—	`conf`	Comparing Logic Regression Based Methods for Identifying SNP Interactions. BIRD Arno Fritsch, Katja Ickstadt
2007	J	`jnl`	Detecting high-order interactions of single nucleotide polymorphisms using genetic programming. Bioinform. Robin Nunkesser, Thorsten Bernholt, Holger Schwender, Katja Ickstadt, Ingo Wegener
2000	J	`jnl`	"Collecting Spatial Data" by W. G. Müller Physica-Verlag (1998), ISBN 3-7908-1134-3. Comput. Stat. Katja Ickstadt