GERGM: Estimation and Fit Diagnostics for Generalized Exponential Random Graph Models

Estimation and diagnosis of the convergence of Generalized Exponential Random Graph Models via Gibbs sampling or Metropolis Hastings with exponential down weighting.

AuthorMatthew J. Denny <mdenny@psu.edu>, James D. Wilson <jdwilson1212@gmail.com>, Skyler Cranmer <cranmer.12@osu.edu >, Bruce A. Desmarais <bdesmarais@psu.edu>, Shankar Bhamidi <bhamidi@email.unc.edu>
Date of publication2017-03-15 05:25:22
MaintainerMatthew J. Denny <mdenny@psu.edu>
LicenseGPL-3
Version0.11.2
https://github.com/matthewjdenny/GERGM

View on CRAN

Functions

calculate_network_statistics Man page
conditional_edge_prediction Man page
conditional_edge_prediction_correlation_plot Man page
conditional_edge_prediction_MSE Man page
conditional_edge_prediction_plot Man page
covariate_data_2005 Man page
Estimate_Plot Man page
find_example_simulated_network Man page
gergm Man page
GOF Man page
hysteresis Man page
hysteresis_plot Man page
lending_2005 Man page
net_exports_2005 Man page
parallel_gergm Man page
plot_network Man page
simulate_networks Man page
Trace_Plot Man page

Files

GERGM
GERGM/inst
GERGM/inst/doc
GERGM/inst/doc/getting_started.R
GERGM/inst/doc/getting_started.Rmd
GERGM/inst/doc/getting_started.html
GERGM/tests
GERGM/tests/testthat.R
GERGM/tests/testthat
GERGM/tests/testthat/test_slackr_integration.R
GERGM/tests/testthat/test_gergm.R
GERGM/tests/testthat/test_parallel_gergm.R
GERGM/tests/testthat/test_experimental_features.R
GERGM/tests/testthat/test_hysteresis.R
GERGM/tests/testthat/test_node_subset_statistics.R
GERGM/tests/testthat/test_gergm_with_downweighting.R
GERGM/src
GERGM/src/Makevars
GERGM/src/Extended_Metropolis_Hastings_Sampler.cpp
GERGM/src/GERGM_init.c
GERGM/src/weighted_mple_objective.cpp
GERGM/src/frobenius_norm.cpp
GERGM/src/Makevars.win
GERGM/src/RcppExports.cpp
GERGM/src/Metropolis_Hastings_Sampler.cpp
GERGM/NAMESPACE
GERGM/data
GERGM/data/covariate_data_2005.rda
GERGM/data/lending_2005.rda
GERGM/data/net_exports_2005.rda
GERGM/R
GERGM/R/gergm.R GERGM/R/Transform_Correlations.R GERGM/R/hysteresis_plot.R GERGM/R/Optimize_Proposal_Variance.R GERGM/R/draw_max_entry_conditional_uniform_corr.R GERGM/R/GERGM_Class.R GERGM/R/calculate_h_statistics.R GERGM/R/hysteresis.R GERGM/R/find_example_simulated_networks.R GERGM/R/Estimate_Plot.R GERGM/R/conditional_edge_prediction_correlation_plot.R GERGM/R/Parse_Undirected_Structural_Terms.R GERGM/R/Add_Intercept_Term.R GERGM/R/Run_MPLE.R GERGM/R/beta_model.R GERGM/R/Thin_Statistic_Samples.R GERGM/R/selected_rows_functions.R GERGM/R/conditional_edge_prediction_plot.R GERGM/R/grid_search_theta.R GERGM/R/Update_Lambda_Estimates.R GERGM/R/calculate_additional_GOF_statistics.R GERGM/R/Helper_Functions.R GERGM/R/Trace_Plot.R GERGM/R/MCMCMLE.R GERGM/R/hysteresis_parallel.R GERGM/R/simulate_networks.R GERGM/R/Simulate_GERGM.R GERGM/R/calculate_standard_errors.R GERGM/R/parallel_gergm.R GERGM/R/Log_Likelihood_and_MPLE_Objective.R GERGM/R/RcppExports.R GERGM/R/Create_GERGM_Object_From_Formula.R GERGM/R/Package_Documentation.R GERGM/R/Gibbs_Sampler.R GERGM/R/Estimate_GERGM.R GERGM/R/plot_network.R GERGM/R/Symmetrize_Network.R GERGM/R/optimize_initialization.R GERGM/R/GOF_statistic_names.R GERGM/R/GOF.R GERGM/R/prepare_parameter_estimate_data.R GERGM/R/Network_Statistic_Calculation_Functions.R GERGM/R/Convert_Simulated_Networks_To_Observed_Scale.R GERGM/R/extended_MPLE.R GERGM/R/calculate_network_statistics.R GERGM/R/single_gergm_specification.R GERGM/R/Data_Documentation.R GERGM/R/Prepare_Covariates.R GERGM/R/conditional_edge_prediction.R GERGM/R/conditional_edge_prediction_MSE.R GERGM/R/Parse_Formula_Object.R GERGM/R/zzz.R GERGM/R/Create_GERGM_Object.R
GERGM/vignettes
GERGM/vignettes/getting_started.Rmd
GERGM/README.md
GERGM/MD5
GERGM/build
GERGM/build/vignette.rds
GERGM/DESCRIPTION
GERGM/man
GERGM/man/hysteresis_plot.Rd GERGM/man/conditional_edge_prediction.Rd GERGM/man/gergm.Rd GERGM/man/plot_network.Rd GERGM/man/calculate_network_statistics.Rd GERGM/man/conditional_edge_prediction_MSE.Rd GERGM/man/conditional_edge_prediction_correlation_plot.Rd GERGM/man/GOF.Rd GERGM/man/conditional_edge_prediction_plot.Rd GERGM/man/net_exports_2005.Rd GERGM/man/lending_2005.Rd GERGM/man/Estimate_Plot.Rd GERGM/man/find_example_simulated_network.Rd GERGM/man/covariate_data_2005.Rd GERGM/man/hysteresis.Rd GERGM/man/simulate_networks.Rd GERGM/man/parallel_gergm.Rd GERGM/man/Trace_Plot.Rd

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