Native GPU-Accelerated Simulation and Estimation of Network Models

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Documentation for package ‘cusna’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

cusna-package	cusna: native GPU-accelerated stochastic actor-oriented models
alaam_mcmle	Maximum likelihood estimate of an ALAAM (MCMC-MLE)
alaam_mple	Autologistic actor attribute model by maximum pseudo-likelihood (ALAAM)
alaam_simulate	Simulate the actor attribute from an ALAAM (Gibbs sampler)
as.data.frame.cusna_fit	Fitted SAOM model
coef.cusna_fit	Fitted SAOM model
cusna	cusna: native GPU-accelerated stochastic actor-oriented models
cusna_abi_version	Native cusna engine: ABI version and CUDA availability
cusna_behavior_stats	Host behavior evaluation statistics
cusna_beh_effect	Specify SAOM model effects
cusna_effect	Specify SAOM model effects
cusna_fit	Fitted SAOM model
cusna_fran	Native simulation backend for RSiena's siena07()
cusna_gof_distribution	sienaGOF auxiliary distributions
cusna_has_cuda	Native cusna engine: ABI version and CUDA availability
cusna_interaction	Specify SAOM model effects
cusna_network_stats	Host network evaluation statistics (RSiena conventions)
cusna_rate_effect	Specify SAOM model effects
cusna_set_threads	Set the OpenMP thread count for the native CPU backend
ergm_mcmle	Maximum likelihood estimate of an ERGM (MCMC-MLE)
ergm_mple	Maximum pseudo-likelihood estimate (directed edges/mutual/ttriple demo)
ergm_simulate	Simulate networks from an ERGM (TNT sampler)
ergm_stats	Observed ERGM statistics of a network
ergm_term	Construct an ERGM term
mom_control	Method-of-Moments estimation of a SAOM
mom_estimate	Method-of-Moments estimation of a SAOM
mom_estimate_multinet	Multi-network co-evolution
print.alaam_mcmle	Maximum likelihood estimate of an ALAAM (MCMC-MLE)
print.alaam_mple	Autologistic actor attribute model by maximum pseudo-likelihood (ALAAM)
print.cusna_fit	Fitted SAOM model
print.ergm_mcmle	Maximum likelihood estimate of an ERGM (MCMC-MLE)
print.stergm_cmle	Separable temporal ERGM by conditional MLE (STERGM CMLE)
print.tergm_mple	Temporal ERGM by bootstrap pseudo-likelihood (btergm style)
saom_data	Create a SAOM data panel
saom_multinet_data	Multi-network co-evolution
stergm_cmle	Separable temporal ERGM by conditional MLE (STERGM CMLE)
summary.cusna_fit	Fitted SAOM model
tergm_mple	Temporal ERGM by bootstrap pseudo-likelihood (btergm style)
tergm_simulate	Simulate from a temporal ERGM (TNT sampler with a lagged network)
vcov.cusna_fit	Fitted SAOM model