Katja Ickstadt

According to our database, Katja Ickstadt authored at least 24 papers between 2000 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

shinybrms: Fitting Bayesian Regression Models Using a Graphical User Interface for the R Package brms.

Frank Weber, Katja Ickstadt, Änne Glass

R J., 2022

Correction to: Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression.

Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer

BMC Bioinform., 2022

Is there a role for statistics in artificial intelligence?

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

Adv. Data Anal. Classif., 2022

Bayesian Analysis for Dimensionality and Complexity Reduction.

Zeyu Ding, Katja Ickstadt, Alexander Munteanu

Proceedings of the Machine Learning under Resource Constraints - Volume 3: Applications, 2022

2021

Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression.

Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer

BMC Bioinform., 2021

2020

Streaming statistical models via Merge & Reduce.

Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Christian Sohler

Int. J. Data Sci. Anal., 2020

2018

Bayesian prediction for a jump diffusion process - With application to crack growth in fatigue experiments.

Simone Hermann, Katja Ickstadt, Christine H. Müller

Reliab. Eng. Syst. Saf., 2018

Data Science: the impact of statistics.

Claus Weihs, Katja Ickstadt

Int. J. Data Sci. Anal., 2018

2017

Towards a Systematic Screening Tool for Quality Assurance and Semiautomatic Fraud Detection for Images in the Life Sciences.

Lars Koppers, Holger Wormer, Katja Ickstadt

Sci. Eng. Ethics, 2017

Random projections for Bayesian regression.

Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler

Stat. Comput., 2017

Integration of Multiple Genomic Data Sources in a Bayesian Cox Model for Variable Selection and Prediction.

Tabea Treppmann, Katja Ickstadt, Manuela Zucknick

Comput. Math. Methods Medicine, 2017

2015

Retrospective Bayesian outlier detection in INGARCH series.

Roland Fried, Inoncent Agueusop, Björn Bornkamp, Konstantinos Fokianos, Jana Fruth, Katja Ickstadt

Stat. Comput., 2015

A novel crossover operator based on variable importance for evolutionary multi-objective optimization with tree representation.

Swaantje Casjens, Holger Schwender, Thomas Brüning, Katja Ickstadt

J. Heuristics, 2015

A Bayesian mixture model to quantify parameters of spatial clustering.

Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer, Katja Ickstadt

Comput. Stat. Data Anal., 2015

Uncovering distinct protein-network topologies in heterogeneous cell populations.

Jakob Wieczorek, Rahuman S. Malik-Sheriff, Yessica Fermin, Hernán E. Grecco, Eli Zamir, Katja Ickstadt

BMC Syst. Biol., 2015

2014

Integrative analysis of histone ChIP-seq and transcription data using Bayesian mixture models.

Hans-Ulrich Klein, Martin Schäfer, Bo T. Porse, Marie S. Hasemann, Katja Ickstadt, Martin Dugas

Bioinform., 2014

2011

Frame potential minimization for clustering short time series.

Tobias Springer, Katja Ickstadt, Joachim Stöckler

Adv. Data Anal. Classif., 2011

2010

Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer.

Evgenia Freis, Silvia Selinski, Jan G. Hengstler, Katja Ickstadt

Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010

2009

Integrated analysis of copy number alterations and gene expression: a bivariate assessment of equally directed abnormalities.

Martin Schäfer, Holger Schwender, Sylvia Merk, Claudia Haferlach, Katja Ickstadt, Martin Dugas

Bioinform., 2009

Retention time alignment algorithms for LC/MS data must consider non-linear shifts.

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

Bioinform., 2009

2008

Empirical Bayes analysis of single nucleotide polymorphisms.

Holger Schwender, Katja Ickstadt

BMC Bioinform., 2008

2007

Detecting high-order interactions of single nucleotide polymorphisms using genetic programming.

Robin Nunkesser, Thorsten Bernholt, Holger Schwender, Katja Ickstadt, Ingo Wegener

Bioinform., 2007

Comparing Logic Regression Based Methods for Identifying SNP Interactions.

Arno Fritsch, Katja Ickstadt

Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2000

"Collecting Spatial Data" by W. G. Müller Physica-Verlag (1998), ISBN 3-7908-1134-3.

Katja Ickstadt

Comput. Stat., 2000