
Parameter Estimation Procedures for ExponentialFamily Random Graph Models on CountValued Networks: A Comparative Simulation Study
The exponentialfamily random graph models (ERGMs) have emerged as an im...
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Highly Scalable Maximum Likelihood and Conjugate Bayesian Inference for ERGMs on Graph Sets with Equivalent Vertices
The exponential family random graph modeling (ERGM) framework provides a...
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Bayesian Estimation of the Hydroxyl Radical Diffusion Coefficient at Low Temperature and High Pressure from Atomistic Molecular Dynamics
The hydroxyl radical is the primary reactive oxygen species produced by ...
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Bayesian Analysis of Static Light Scattering Data for Globular Proteins
Static light scattering is a popular physical chemistry technique that e...
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Kernelbased Approximate Bayesian Inference for Exponential Family Random Graph Models
Bayesian inference for exponential family random graph models (ERGMs) is...
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Phase Transitions in the Edge/Concurrent Vertex Model
Although it is wellknown that some exponential family random graph mode...
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A Dynamic Process Reference Model for Sparse Networks with Reciprocity
Many social and other networks exhibit stable size scaling relationships...
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Finite Mixtures of ERGMs for Ensembles of Networks
Ensembles of networks arise in many scientific fields, but currently the...
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Local Graph Stability in Exponential Family Random Graph Models
Exponential family Random Graph Models (ERGMs) can be viewed as expressi...
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Selection of ExponentialFamily Random Graph Models via HeldOut Predictive Evaluation (HOPE)
Statistical models for networks with complex dependencies pose particula...
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Incorporating Structural Stigma into Network Analysis
A rich literature has explored the modeling of homophily and other forms...
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Mutual Assent or Unilateral Nomination? A Performance Comparison of Intersection and Union Rules for Integrating Selfreports of Social Relationships
Data collection designs for social network studies frequently involve as...
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A Dynamic Process Interpretation of the Sparse ERGM Reference Model
Exponential family random graph models (ERGMs) can be understood in term...
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A Perfect Sampling Method for Exponential Family Random Graph Models
Generation of deviates from random graph models with nontrivial edge de...
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Baseline Mixture Models for Social Networks
Continuous mixtures of distributions are widely employed in the statisti...
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Carter T. Butts
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