blockmodels: Latent and Stochastic Block Model Estimation by a 'V-EM' Algorithm

Latent and Stochastic Block Model estimation by a Variational EM algorithm. Various probability distribution are provided (Bernoulli, Poisson...), with or without covariates.

Author
INRA, Jean-Benoist Leger <jbleger@bordeaux.inra.fr>
Date of publication
2015-04-21 09:02:26
Maintainer
Jean-Benoist Leger <jbleger@bordeaux.inra.fr>
License
LGPL-2.1
Version
1.1.1

View on CRAN

Man pages

BM_bernoulli
Perform estimation on blockmodels for bernoulli probability...
BM_bernoulli_covariates
Perform estimation on blockmodels for bernoulli probability...
BM_bernoulli_covariates_fast
Perform estimation on blockmodels for bernoulli probability...
BM_bernoulli_multiplex
Perform estimation on blockmodels for multiplex binary...
BM_gaussian
Perform estimation on blockmodels for gaussian probability...
BM_gaussian_covariates
Perform estimation on blockmodels for gaussian probability...
BM_gaussian_multivariate
Perform estimation on blockmodels for multivariate gaussian...
BM_gaussian_multivariate_independent
Perform estimation on blockmodels for multivariate...
BM_gaussian_multivariate_independent_homoscedastic
Perform estimation on blockmodels for multivariate...
BM_poisson
Perform estimation on blockmodels for poisson probability...
BM_poisson_covariates
Perform estimation on blockmodels for poisson probability...

Files in this package

blockmodels
blockmodels/tests
blockmodels/tests/BM_gaussian_multivariate_independent.R
blockmodels/tests/BM_gaussian_covariates.R
blockmodels/tests/BM_gaussian_multivariate_independent_homoscedastic.R
blockmodels/tests/BM_bernoulli_multiplex.R
blockmodels/tests/BM_gaussian_multivariate.R
blockmodels/tests/BM_gaussian.R
blockmodels/tests/BM_poisson.R
blockmodels/tests/BM_bernoulli_covariates.R
blockmodels/tests/BM_bernoulli_covariates_fast.R
blockmodels/tests/BM_bernoulli.R
blockmodels/tests/BM_poisson_covariates.R
blockmodels/src
blockmodels/src/conf.h
blockmodels/src/dispatcher.cc
blockmodels/src/Makevars
blockmodels/src/kmeans.cc
blockmodels/src/misc_functions.h
blockmodels/src/dispatcher.h
blockmodels/src/models
blockmodels/src/models/gaussian_multivariate_independent.h
blockmodels/src/models/gaussian_multivariate.h
blockmodels/src/models/bernoulli_covariates.h
blockmodels/src/models/bernoulli_covariates_fast.h
blockmodels/src/models/gaussian.h
blockmodels/src/models/gaussian_multivariate_independent_homoscedastic.h
blockmodels/src/models/bernoulli_multiplex.h
blockmodels/src/models/gaussian_covariates.h
blockmodels/src/models/skel.h
blockmodels/src/models/naive_bernoulli.h
blockmodels/src/models/poisson_covariates.h
blockmodels/src/models/poisson.h
blockmodels/src/models/bernoulli.h
blockmodels/src/kmeans.h
blockmodels/src/general_em.h
blockmodels/src/model_base.h
blockmodels/src/memberships
blockmodels/src/memberships/sbm.h
blockmodels/src/memberships/lbm.h
blockmodels/src/generic_functions.h
blockmodels/src/split.h
blockmodels/src/split.cc
blockmodels/src/Makevars.win
blockmodels/NAMESPACE
blockmodels/R
blockmodels/R/membership_SBM.R
blockmodels/R/kmeans.R
blockmodels/R/zgaussian_covariates.R
blockmodels/R/scalar_model.R
blockmodels/R/model.R
blockmodels/R/zgaussian_multivariate_independent_homoscedastic.R
blockmodels/R/zbernoulli_covariates_fast.R
blockmodels/R/dispatcher.R
blockmodels/R/zbernoulli.R
blockmodels/R/parallel_lapply.R
blockmodels/R/membership_LBM.R
blockmodels/R/membership_SBM_sym.R
blockmodels/R/zgaussian.R
blockmodels/R/split.R
blockmodels/R/zbernoulli_covariates.R
blockmodels/R/scalar_model_with_covariates.R
blockmodels/R/zgaussian_multivariate_independent.R
blockmodels/R/misc.R
blockmodels/R/zpoisson.R
blockmodels/R/zgaussian_multivariate.R
blockmodels/R/multivariate_model.R
blockmodels/R/zbernoulli_multiplex.R
blockmodels/R/zpoisson_covariates.R
blockmodels/MD5
blockmodels/DESCRIPTION
blockmodels/man
blockmodels/man/BM_bernoulli_covariates.Rd
blockmodels/man/BM_gaussian_multivariate_independent_homoscedastic.Rd
blockmodels/man/BM_bernoulli_multiplex.Rd
blockmodels/man/BM_poisson_covariates.Rd
blockmodels/man/BM_bernoulli.Rd
blockmodels/man/BM_gaussian_multivariate.Rd
blockmodels/man/BM_bernoulli_covariates_fast.Rd
blockmodels/man/BM_gaussian_covariates.Rd
blockmodels/man/BM_gaussian_multivariate_independent.Rd
blockmodels/man/BM_poisson.Rd
blockmodels/man/BM_gaussian.Rd