CAM: Causal Additive Model (CAM)
Version 1.0

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.

Package details

AuthorJonas Peters and Jan Ernest
Date of publication2015-03-05 22:01:05
MaintainerJonas Peters <jonas.peters@tuebingen.mpg.de>
LicenseFreeBSD
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CAM")

Try the CAM package in your browser

Any scripts or data that you put into this service are public.

CAM documentation built on May 29, 2017, 10:01 p.m.