Package: CAM
Type: Package
Title: Causal Additive Model (CAM)
Version: 1.0
Date: 2015-03-03
Author: Jonas Peters and Jan Ernest
Encoding: UTF-8
Depends: glmnet, mboost, Matrix, parallel, mgcv
Maintainer: Jonas Peters <jonas.peters@tuebingen.mpg.de>
Description: The code takes an n x p data matrix and fits a Causal Additive Model (CAM) for estimating the causal structure of the underlying process. The output is a p x p adjacency matrix (a one in entry (i,j) indicates an edge from i to j). Details of the algorithm can be found in: P. Bühlmann, J. Peters, J. Ernest: "CAM: Causal Additive Models, high-dimensional order search and penalized regression", Annals of Statistics 42:2526-2556, 2014.
License: FreeBSD
Packaged: 2015-03-05 17:14:16 UTC; jopeters
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2015-03-05 22:01:05
