Christoph Lippert
TitleCited byYear
Whole-genome sequencing of multiple Arabidopsis thaliana populations
J Cao, K Schneeberger, S Ossowski, T Günther, S Bender, J Fitz, ...
Nature genetics 43 (10), 956, 2011
8382011
FaST linear mixed models for genome-wide association studies
C Lippert, J Listgarten, Y Liu, CM Kadie, RI Davidson, D Heckerman
Nature Methods 8 (10), 833-835, 2011
6752011
Improved linear mixed models for genome-wide association studies
J Listgarten, C Lippert, CM Kadie, RI Davidson, E Eskin, D Heckerman
Nature methods 9 (6), 525, 2012
2382012
Epigenome-wide association studies without the need for cell-type composition
J Zou, C Lippert, D Heckerman, M Aryee, J Listgarten
Nature methods 11 (3), 309, 2014
1662014
A Lasso multi-marker mixed model for association mapping with population structure correction
B Rakitsch, C Lippert, O Stegle, K Borgwardt
Bioinformatics 29 (2), 206-214, 2012
872012
A genome-to-genome analysis of associations between human genetic variation, HIV-1 sequence diversity, and viral control
I Bartha, JM Carlson, CJ Brumme, PJ McLaren, ZL Brumme, M John, ...
Elife 2, e01123, 2013
762013
Relation prediction in multi-relational domains using matrix factorization
C Lippert, SH Weber, Y Huang, V Tresp, M Schubert, HP Kriegel
Proceedings of the NIPS 2008 Workshop: Structured Input-Structured Output …, 2008
762008
A powerful and efficient set test for genetic markers that handles confounders
J Listgarten, C Lippert, EY Kang, J Xiang, CM Kadie, D Heckerman
Bioinformatics 29 (12), 1526-1533, 2013
652013
Efficient inference in matrix-variate Gaussian models with iid observation noise
O Stegle, C Lippert, J Mooij, N Lawrence, K Borgwardt
NIPS 2011: Neural Information Processing Systems, 2011
642011
Identification of individuals by trait prediction using whole-genome sequencing data
C Lippert, R Sabatini, MC Maher, EY Kang, S Lee, O Arikan, A Harley, ...
Proceedings of the National Academy of Sciences 114 (38), 10166-10171, 2017
602017
FaST-LMM-Select for addressing confounding from spatial structure and rare variants
J Listgarten, C Lippert, D Heckerman
Nature genetics 45 (5), 470, 2013
592013
Efficient set tests for the genetic analysis of correlated traits
FP Casale, B Rakitsch, C Lippert, O Stegle
Nature methods 12 (8), 755, 2015
582015
An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data
C Lippert, J Listgarten, RI Davidson, S Baxter, H Poong, C Kadie, ...
Scientific Reports 3, 2013
542013
The benefits of selecting phenotype-specific variants for applications of mixed models in genomics
C Lippert, G Quon, EY Kang, CM Kadie, J Listgarten, D Heckerman
Scientific reports 3, 1815, 2013
472013
Further improvements to linear mixed models for genome-wide association studies
C Widmer, C Lippert, O Weissbrod, N Fusi, C Kadie, R Davidson, ...
Scientific reports 4, 6874, 2014
442014
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
B Rakitsch, C Lippert, K Borgwardt, O Stegle
Advances in neural information processing systems, 1466-1474, 2013
442013
Patterns of methylation heritability in a genome-wide analysis of four brain regions
G Quon, C Lippert, D Heckerman, J Listgarten
Nucleic acids research 41 (4), 2095-2104, 2013
422013
LIMIX: genetic analysis of multiple traits
C Lippert, FP Casale, B Rakitsch, O Stegle
BioRxiv, 2014
392014
Warped linear mixed models for the genetic analysis of transformed phenotypes
N Fusi, C Lippert, ND Lawrence, O Stegle
Nature communications 5, 4890, 2014
322014
Profiling of short-tandem-repeat disease alleles in 12,632 human whole genomes
H Tang, EF Kirkness, C Lippert, WH Biggs, M Fabani, E Guzman, ...
The American Journal of Human Genetics 101 (5), 700-715, 2017
312017
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Articles 1–20