Publications of B Rakitsch

Seymour, D.; Chae, E.; Grimm, D.; Martín Pizarro, C.; Habring, A.; Vasseur, F.; Rakitsch, B.; Borgwardt, K.; Koenig, D.; Weigel, D.: Genetic architecture of nonadditive inheritance in Arabidopsis thaliana hybrids. Proceedings of the National Academy of Sciences of the United States of America 113 (46), pp. E7317 - E7326 (2016)

McGaughran, A.; Rödelsperger, C.; Grimm, D.; Meyer, J.; Moreno, E.; Morgan, K.; Leaver, M.; Serobyan, V.; Rakitsch, B.; Borgwardt, K. et al.; Sommer, R.: Genomic Profiles of Diversification and Genotype-Phenotype Association in Island Nematode Lineages. Molecular Biology and Evolution 33 (9), pp. 2257 - 2272 (2016)

Rakitsch, B.; Lippert, C.; Stegle, O.; Borgwardt, K.: LMM-Lasso: A Lasso Multi-Marker Mixed Model for Association Mapping with Population Structure Correction. Bioinformatics 29 (2), pp. 206 - 214 (2013)

Rakitsch, B.; Lippert, C.; Borgwardt, K.; Stegle, O.: It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals. In: Advances in Neural Information Processing Systems 26, Vol. 2, pp. 1468 - 1476 (Eds. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; Weinberger, K.). 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), Lake Tahoe, NV, USA, December 05, 2013 - December 10, 2013. Curran, Red Hook, NY, USA (2014)

Lei, L.; Rakitsch, B.; Borgwardt, K.: ccSVM: correcting Support Vector Machines for confounding factors in biological data classification. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria, July 17, 2011 - July 19, 2011. Bioinformatics 27 (13), pp. i342 - i348 (2011)

Casale, F.; Rakitsch, B.; Lippert, C.; Stegle, O.: A mixed-model approach for association studies of multiple variants to a set of correlated traits. In MLSB13: Seventh Workshop on Machine Learning in Systems Biology, p. 33. Seventh Workshop on Machine Learning in Systems Biology (MLSB 2013) at the 21st Annual International Conference on Intelligent Systems in Molecular Biology (ISMB), Berlin, Germany, July 19, 2013 - July 20, 2013. (2013)

Rakitsch, B.: Modeling the polygenic architecture of complex traits. Dissertation, 135 pp., Eberhard-Karls-Universität, Tübingen, Germany (2014)

Lippert, C.; Casale, F.; Rakitsch, B.; Stegle, O.: LIMIX: genetic analysis of multiple traits. (submitted)