A Bayesian network approach incorporating imputation of missing data enables exploratory analysis of complex causal biological relationships. by Richard Howey, Alexander D Clark, Najib Naamane, Louise N Reynard, Arthur G Pratt, Heather J Cordell

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Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study. by Richard Howey, Jonathan Adam, Jerzy Adamski, Natalie N Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, Federico De Masi, Emmanouil T Dermitzakis, Juan J Fernandez-Tajes, Ian M Forgie, Paul W Franks, Giuseppe N Giordano, Mark Haid, Torben Hansen, Tue H Hansen, Peter P Harms, Andrew T Hattersley, Mun-Gwan Hong, Ulrik Plesner Jacobsen, Angus G Jones, Robert W Koivula, Tarja Kokkola, Anubha Mahajan, Andrea Mari, Mark I McCarthy, Timothy J McDonald, Petra B Musholt, Imre Pavo, Ewan R Pearson, Oluf Pedersen, Hartmut Ruetten, Femke Rutters, Jochen M Schwenk, Sapna Sharma, Leen M 't Hart, Henrik Vestergaard, Mark Walker, IMI DIRECT Consortium, Ana Viñuela, Heather J Cordell

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