Description Usage Format Source References
Data on a set of flow cytometry experiments on signaling networks of human immune system cells. The dataset includes p=11 proteins and n=7466 samples.
1  data(HumanPw)

dataHuman
contains the following objects:
Obs
Matrix (7466x11) with the observations.
Perms
List of 5 matrices (1x11) each of which with a permutation of the nodes.
TDag
Matrix (11x11) with the adjacency matrix of the known regulatory network.
Sachs, K., Perez, O., Pe'er, D., Lauffenburger, D., and Nolan, G. (2003). Casual protein signaling networks derived from multiparameter singlecell data. Science 308, 5046.
D. Altomare, G. Consonni and L. La Rocca (2012). Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with nonlocal priors. Article submitted to Biometric Methodology.
Shojaie, A. and Michailidis, G. (2010). Penalized likelihood methods for estimation of sparse highdimensional directed acyclic graphs. Biometrika 97, 519538.
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