Bayesian Analysis for Exponential Random Graph Models Using the Double Metropolis-Hastings Sampler

[1]  Robert Tibshirani,et al.  An Introduction to the Bootstrap , 1994 .

[2]  D. Hunter,et al.  Inference in Curved Exponential Family Models for Networks , 2006 .

[3]  Peng Wang,et al.  Closure, connectivity and degree distributions: Exponential random graph (p*) models for directed social networks , 2009, Soc. Networks.

[4]  W. K. Hastings,et al.  Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .

[5]  D. Rubin,et al.  Inference from Iterative Simulation Using Multiple Sequences , 1992 .

[6]  Jun S. Liu,et al.  Monte Carlo Maximum Likelihood for Exponential Random Graph Models: From Snowballs to Umbrella Densities , 2009 .

[7]  Zoubin Ghahramani,et al.  MCMC for Doubly-intractable Distributions , 2006, UAI.

[8]  C. Geyer,et al.  Constrained Monte Carlo Maximum Likelihood for Dependent Data , 1992 .

[9]  P. Green Reversible jump Markov chain Monte Carlo computation and Bayesian model determination , 1995 .

[10]  Faming Liang,et al.  A double Metropolis–Hastings sampler for spatial models with intractable normalizing constants , 2010 .

[11]  Peter Shawn Bearman,et al.  New methods for new research on adolescent sexual behavior , 1998 .

[12]  J. Propp,et al.  Exact sampling with coupled Markov chains and applications to statistical mechanics , 1996 .

[13]  Philippa Pattison,et al.  Dynamic Social Network Modelling and Analysis , 2003 .

[14]  Tom A. B. Snijders,et al.  Markov Chain Monte Carlo Estimation of Exponential Random Graph Models , 2002, J. Soc. Struct..

[15]  P. Pattison,et al.  New Specifications for Exponential Random Graph Models , 2006 .

[16]  Peng Wang,et al.  Recent developments in exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[17]  Steven M. Goodreau,et al.  Advances in exponential random graph (p*) models applied to a large social network , 2007, Soc. Networks.

[18]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[19]  Trish,et al.  Protecting adolescents from harm. Findings from the National Longitudinal Study on Adolescent Health. , 1997, JAMA.

[20]  David R. Hunter,et al.  Curved exponential family models for social networks , 2007, Soc. Networks.

[21]  Garry Robins,et al.  An introduction to exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[22]  Martina Morris,et al.  ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks. , 2008, Journal of statistical software.

[23]  Donald Geman,et al.  Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.