Barbara Elizabeth Engelhardt

Affiliations: 
Biostatistics & Bioinformatics Duke University, Durham, NC 
 Computer Science Princeton University, Princeton, NJ 
Area:
Machine learning, Bayesian statistics, statistical genetics, computational biology, quantitative genetics.
Website:
http://www.genome.duke.edu/directory/faculty/engelhardt/
Google:
"Barbara Engelhardt"
Mean distance: 14.44 (cluster 29)
 
SNBCP
Cross-listing: Computer Science Tree

Parents

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Michael I. Jordan grad student 2007 UC Berkeley
 (Predicting protein molecular function.)
Matthew Stephens post-doc Chicago
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Publications

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Gao C, McDowell IC, Zhao S, et al. (2016) Context Specific and Differential Gene Co-expression Networks via Bayesian Biclustering. Plos Computational Biology. 12: e1004791
Engelhardt BE, Brown CD. (2015) Diving deeper to predict noncoding sequence function. Nature Methods. 12: 925-6
Mimno D, Blei DM, Engelhardt BE. (2015) Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure. Proceedings of the National Academy of Sciences of the United States of America. 112: E3441-50
de Moor MH, van den Berg SM, et al. (2015) Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder. Jama Psychiatry. 72: 642-50
Zhang W, Spector TD, Deloukas P, et al. (2015) Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements. Genome Biology. 16: 14
Mimno D, Blei DM, Engelhardt BE. (2015) Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure Proceedings of the National Academy of Sciences of the United States of America. 112: E3441-E3450
Mangravite LM, Engelhardt BE, Stephens M, et al. (2014) Mangravite et al. reply. Nature. 513: E3
Hart AB, Gamazon ER, Engelhardt BE, et al. (2014) Genetic variation associated with euphorigenic effects of d-amphetamine is associated with diminished risk for schizophrenia and attention deficit hyperactivity disorder. Proceedings of the National Academy of Sciences of the United States of America. 111: 5968-73
Mangravite LM, Engelhardt BE, Medina MW, et al. (2013) A statin-dependent QTL for GATM expression is associated with statin-induced myopathy. Nature. 502: 377-80
Brown CD, Mangravite LM, Engelhardt BE. (2013) Integrative Modeling of eQTLs and Cis-Regulatory Elements Suggests Mechanisms Underlying Cell Type Specificity of eQTLs Plos Genetics. 9
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