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Filtering by: Committee Member Barta, Winfried Author Guo, Junchi Keyword MCMC sampling Keyword Multiple Chains Keyword Local GWESP Keyword ERGM Type of Work Thesis or Dissertation

1. Improvements in Simulation, Convergence Monitoring, and Modeling of Exponential Random Graph Models for Social Network Analysis

Description:: Exponential Random Graph Models (ERGMs) are one class of models usedto describe observations from a social network. ERGMs have been usedin many applications and are popular due to their ability to modeltransitivity of associations among other social networkfactors. This dissertation makes...
Author:: Guo, Junchi
Keyword:: Local GWESP, Multiple Chains, ERGM, Stratified Proposal, MCMC sampling, and Triangle Breaker and Closer
GW Unit:: Statistics
Degree:: Ph.D.
Advisor:: Larsen, Michael D.
Committee Member(s):: Apanasovich, Tatiyana, Mahmoud, Hosam, Wu, Jeremy, and Barta, Winfried
Resource Type:: Thesis or Dissertation

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