J. Kruppa

发表

Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory

M. Kohler, Yufeng Liu, J. Malley, 2014, Biometrical journal. Biometrische Zeitschrift.

Analyzing Illumina Gene Expression Microarray Data from Different Tissues: Methodological Aspects of Data Analysis in the MetaXpress Consortium

C. Gieger, A. Peters, K. Strauch, 2012, PloS one.

Virus detection in high-throughput sequencing data without a reference genome of the host.

Wendy K. Jo, J. Kruppa, E. van der Vries, 2018, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

Loss-of-function mutations in APOC3, triglycerides, and coronary disease.

He Zhang, Thomas Meitinger, Raimund Erbel, 2014, The New England journal of medicine.

A simulation framework for correlated count data of features subsets in high-throughput sequencing or proteomics experiments

T. Beißbarth, J. Kruppa, F. Kramer, 2016, Statistical applications in genetics and molecular biology.

A comparison study on modeling of clustered and overdispersed count data for multiple comparisons

L. Hothorn, J. Kruppa, Jochen Kruppa, 2020, Journal of applied statistics.

Large-scale genome-wide analysis identifies genetic variants associated with cardiac structure and function

Jie Huang, Uwe Völker, Ming-Huei Chen, 2017, The Journal of clinical investigation.

Evolutionary evidence for multi-host transmission of cetacean morbillivirus

Wendy K. Jo, U. Siebert, T. Kuiken, 2018, Emerging Microbes & Infections.

Genome‐wide association study identifies new susceptibility loci for cutaneous lupus erythematosus

J. Kere, I. König, A. Ziegler, 2015, Experimental dermatology.

Coding Variation in ANGPTL4, LPL, and SVEP1 and the Risk of Coronary Disease.

J. Danesh, M. Waldenberger, A. Reiner, 2016, The New England journal of medicine.

kmerPyramid: an interactive visualization tool for nucleobase and k-mer frequencies

Klaus Jung, Jochen Kruppa, Erhard van der Vries, 2017, Bioinform..

Extensive alterations of the whole-blood transcriptome are associated with body mass index: results of an mRNA profiling study involving two large population-based cohorts

Christian Gieger, Thomas Meitinger, Uwe Völker, 2015, BMC Medical Genomics.

Novel canine circovirus strains from Thailand: Evidence for genetic recombination

Wendy K. Jo, A. Osterhaus, J. Kruppa, 2018, Scientific Reports.

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Anne-Laure Boulesteix, Silke Janitza, Jochen Kruppa, 2012, WIREs Data Mining Knowl. Discov..

Crohn’s disease patient serum changes protein expression in a human mesenchymal stem cell model in a linear relationship to patients’ disease stage and to bone mineral density

C. Lenz, J. Kruppa, H. Siggelkow, 2018, Journal of clinical & translational endocrinology.

Coding variation in ANGPTL4, LPL, and SVEP1 and the risk of coronary disease

Dermot F. Reilly, J. Danesh, M. Waldenberger, 2018 .

Risk estimation and risk prediction using machine-learning methods

I. König, A. Ziegler, J. Kruppa, 2012, Human Genetics.

Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications

Christian Weimar, Andreas Ziegler, Yufeng Liu, 2014, Biometrical journal. Biometrische Zeitschrift.

Consumer credit risk: Individual probability estimates using machine learning

Andreas Ziegler, Jochen Kruppa, Alexandra Schwarz, 2013, Expert Syst. Appl..

Probability Machines

J. D. Malley, J. Kruppa, A. Dasgupta, 2011, Methods of Information in Medicine.

Automated multigroup outlier identification in molecular high-throughput data using bagplots and gemplots

J. Kruppa, K. Jung, 2017, BMC Bioinformatics.

Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease

He Zhang, Thomas Meitinger, Raimund Erbel, 2017, Journal of the American College of Cardiology.

Canine Bocavirus Type 2 Infection Associated With Intestinal Lesions

Wendy K. Jo, A. Osterhaus, J. Kruppa, 2018, Veterinary pathology.

Novel canine circovirus strains from Thailand: Evidence for genetic recombination

Wendy K. Jo, A. Osterhaus, J. Kruppa, 2018, Scientific Reports.

No association of vitamin D metabolism-related polymorphisms and melanoma risk as well as melanoma prognosis: a case–control study

C. Berking, I. König, J. Kruppa, 2012, Archives of Dermatological Research.

A Simple Test Identifies Selection on Complex Traits

Timothy M. Beissinger, J. Kruppa, H. Simianer, 2018, Genetics.

A simple test identifies selection on complex traits in breeding and experimentally-evolved populations

Timothy M. Beissinger, J. Kruppa, H. Simianer, 2017, bioRxiv.

Change point detection for clustered expression data

J. Kruppa, L. Sciesielski, K. Kirschner, 2021, BMC Genomics.

Change Point Detection For Clustered Expression Data In Short Time Series.

Jochen Kruppa, Miriam Sieg, Lina K. Sciesielski, 2021 .

What statistics instructors need to know about concept acquisition to make statistics stick

J. Kruppa, Jochen Kruppa, 2021 .

University of Dundee Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease

Andrew D. Johnson, John D. Eicher, K. Stirrups, 2022 .