Fast inference for the latent space network model using a case-control approximate likelihood

Keyphrases

• Latent Space Network Models 100%
• Fast Inference 100%
• Approximate Likelihood 100%
• Latent Space Models 100%
• Large-scale Networks 66%
• Log-likelihood Ratio 66%
• Full Likelihood 66%
• Social Sciences 33%
• Network Model 33%
• Network Properties 33%
• Computation Time 33%
• Computational Cost 33%
• Spatial Representation 33%
• Epidemiology 33%
• Likelihood Function 33%
• Model Interpretation 33%
• Node number 33%
• Unbiased Estimator 33%
• Supplemental Materials 33%
• Large Proteins 33%
• Protein-protein Interaction Data 33%
• Intrinsic Networks 33%
• Relational Data 33%
• Connectivity Probability 33%
• Social Genome 33%
• Markov Chain Monte Carlo Estimation 33%

Mathematics

• Approximates 100%
• Space Model 100%
• Network Model 100%
• Markov Chain Monte Carlo 33%
• Likelihood Function 33%
• Simulated Data 33%
• Probability Theory 33%
• Real Data 33%
• Computational Cost 33%
• Fitted Model 33%
• Protein Interaction Data 33%
• Relational Data 33%
• Log Likelihood Function 33%
• Unbiased Estimator 33%