Fitting Social Network Models Using Varying Truncation Stochastic Approximation MCMC Algorithm

Mathematics

• Stochastics 100%
• Network Model 100%
• Truncation 100%
• Maximum Likelihood Estimation 50%
• Monte Carlo 50%
• Markov Chain Monte Carlo 50%
• Graph Model 37%
• Random Graph 37%
• Monte Carlo Algorithm 25%
• Parameter Estimate 25%
• Starting Point 12%
• Intractability 12%
• Stochastic Approximation Algorithm 12%
• Social Network Analysis 12%
• Source Coding 12%
• Parameter Estimation 12%
• Supplementary Material 12%

Keyphrases

• Social Network Model 100%
• Monte Carlo Maximum Likelihood 44%
• Model Degeneracy 33%
• Truncation Mechanism 11%