Causal Inference of QTL Networks

Functions to Simultaneously Infer Causal Graphs and Genetic Architecture. Includes acyclic and cyclic graphs for data from an experimental cross with a modest number (<10) of phenotypes driven by a few genetic loci (QTL). Chaibub Neto E, Keller MP, Attie AD, Yandell BS (2010) Causal Graphical Models in Systems Genetics: a unified framework for joint inference of causal network and genetic architecture for correlated phenotypes. Annals of Applied Statistics 4: 320-339. .


Reference manual

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install.packages("qtlnet")

1.5.4 by Brian S. Yandell, 7 years ago


http://www.stat.wisc.edu/~yandell/sysgen


Browse source code at https://github.com/cran/qtlnet


Authors: Elias Chaibub Neto <[email protected]> and Brian S. yandell <[email protected]>


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on qtl, igraph, sem, graph, pcalg


Suggested by BayesNetBP.


See at CRAN