discretecdAlgorithm: Coordinate-Descent Algorithm for Discrete Data

Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is designed for discrete network assuming a multinomial data set, and we use a multi-logit model to do the regression. The algorithm is described in Gu, Fu and Zhou (2016) <http://arxiv.org/abs/1403.2310>.

Author
Jiaying Gu [aut, cre]
Date of publication
2016-11-23 09:38:44
Maintainer
Jiaying Gu <gujy.lola@gmail.com>
License
GPL (>= 2)
Version
0.0.2

View on CRAN

Man pages

cd.run
cd.run
max_lambda
max_lambda

Files in this package

discretecdAlgorithm
discretecdAlgorithm/tests
discretecdAlgorithm/tests/testthat.R
discretecdAlgorithm/tests/testthat
discretecdAlgorithm/tests/testthat/test-calc_lambda.R
discretecdAlgorithm/tests/testthat/test-get_summary.R
discretecdAlgorithm/tests/testthat/test-max_lambda.R
discretecdAlgorithm/tests/testthat/test-CD_path.R
discretecdAlgorithm/tests/testthat/test-cd_adaptive_run.R
discretecdAlgorithm/tests/testthat/test-CD_call.R
discretecdAlgorithm/tests/testthat/test-lambda_call.R
discretecdAlgorithm/tests/testthat/test-CD_run.R
discretecdAlgorithm/tests/testthat/test-get_edgeList.R
discretecdAlgorithm/tests/testthat/test-get_obsIndex.R
discretecdAlgorithm/src
discretecdAlgorithm/src/wrap.cpp
discretecdAlgorithm/src/dBasic.cpp
discretecdAlgorithm/src/RcppExports.cpp
discretecdAlgorithm/src/dBasic.h
discretecdAlgorithm/src/dCD.cpp
discretecdAlgorithm/src/type.h
discretecdAlgorithm/src/dCD.h
discretecdAlgorithm/NAMESPACE
discretecdAlgorithm/R
discretecdAlgorithm/R/CD-main.R
discretecdAlgorithm/R/lambda.R
discretecdAlgorithm/R/basic.R
discretecdAlgorithm/R/RcppExports.R
discretecdAlgorithm/README.md
discretecdAlgorithm/MD5
discretecdAlgorithm/DESCRIPTION
discretecdAlgorithm/man
discretecdAlgorithm/man/cd.run.Rd
discretecdAlgorithm/man/max_lambda.Rd