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 publication2016-08-07 16:09:09
MaintainerMatthew J. Denny <mdenny@psu.edu>
LicenseGPL-3
Version0.10.0
https://github.com/matthewjdenny/GERGM

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Files in this package

GERGM
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/weighted_mple_objective.cpp
GERGM/src/frobenius_norm.cpp
GERGM/src/Makevars.win
GERGM/src/RcppExports.cpp
GERGM/NAMESPACE
GERGM/R
GERGM/R/gergm.R GERGM/R/Transform_Correlations.R GERGM/R/hysteresis_plot.R GERGM/R/Optimize_Proposal_Variance.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/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/Prepare_Covariates.R GERGM/R/conditional_edge_prediction.R GERGM/R/Parse_Formula_Object.R GERGM/R/zzz.R GERGM/R/Create_GERGM_Object.R
GERGM/README.md
GERGM/MD5
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_correlation_plot.Rd GERGM/man/GOF.Rd GERGM/man/conditional_edge_prediction_plot.Rd GERGM/man/Estimate_Plot.Rd GERGM/man/find_example_simulated_network.Rd GERGM/man/hysteresis.Rd GERGM/man/simulate_networks.Rd GERGM/man/parallel_gergm.Rd GERGM/man/Trace_Plot.Rd

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