Bayesian SNA @BayesianSNA

Tweets about Statistical Network Analysis from @albertocaimo acaimo.github.io/Bergm Dublin 🇮🇪 Joined May 2013

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Pavel N. Krivitsky @PavelKrivitsky

3 years ago

'#ergm' 4.2 is out, featuring a new framework for getting help and searching for ERGM statistics, constraints, and reference distributions (including those from other packages), as well as improvements to model specification and computation. #sna @SocNetAnalysts #networkscience

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Bayesian SNA @BayesianSNA

4 years ago

L-2 Regularized maximum likelihood for β-model in large and sparse networks arxiv.org/abs/2110.11856

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Bayesian SNA @BayesianSNA

4 years ago

Highly Scalable Maximum Likelihood and Conjugate Bayesian Inference for ERGMs on Graph Sets with Equivalent Vertices arxiv.org/abs/2110.13527

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Alberto Caimo @albertocaimo

4 years ago

#Networks2021 Workshop on Bayesian Exponential Random Graph Models with Bergm - June 21, 09:00-12:00 EDT - Don't miss it out! Only a few places left!

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Bayesian SNA @BayesianSNA

5 years ago

Random graphs with node and block effects: models, goodness-of-fit tests, and applications to biological networks arxiv.org/abs/2104.03167

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Bayesian SNA @BayesianSNA

5 years ago

Bayesian exponential random graph models for populations of networks arxiv.org/abs/2104.05110

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Bayesian SNA @BayesianSNA

5 years ago

A Stein Goodness of fit Test for Exponential Random Graph Models arxiv.org/abs/2103.00580

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Bayesian SNA @BayesianSNA

5 years ago

A Latent Space Model for Multilayer Network Data arxiv.org/abs/2102.09560

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Bayesian SNA @BayesianSNA

5 years ago

Generative Dynamics of Supreme Court Citations: Analysis with a New Statistical Network Model arxiv.org/abs/2101.07197

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Thomas Wiecki @twiecki

5 years ago

Primer on Bayesian statistics published in Nature. But it's not only science that is recognizing Bayesian modeling as the powerful inference method that it is, I see the same happening in business. Exciting times! nature.com/articles/s4358…

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Pavel N. Krivitsky @PavelKrivitsky

5 years ago

In 2017, we (see below) set out to answer some questions and clear up some common misconceptions about history, inference, and applicability of ERGMs. The result is, at last, officially out in Statistical Science: dx.doi.org/10.1214/19-STS… . #networkscience @SocNetAnalysts

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Nial Friel @NialFriel

5 years ago

The latest version of Bergm is now on CRAN. With huge thanks to @albertocaimo for leading this project. Highlight: fast estimation of the evidence (marginal likelihood) cran.r-project.org/web/packages/B…

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Bayesian SNA @BayesianSNA

5 years ago

Modeling partitions of individuals arxiv.org/abs/2009.13974

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Bayesian SNA @BayesianSNA

5 years ago

Improving ERGM Starting Values Using Simulated Annealing arxiv.org/abs/2009.01202

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Jean-Gabriel Young @_jgyou

5 years ago

Introducing "Robust Bayesian inference of network structure from unreliable data," a (hopefully!) pedagogical introduction to inferring networks from noisy data -- with code. w/ George T. Cantwell and MEJ Newman 📃Preprint: arxiv.org/abs/2008.03334

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Isabella Gollini @IsabellaGollini

5 years ago

🔥Hot off the press🔥New article in #SocialNetworks with @albertocaimo and @PaoloCampanaCAM introducing a latent space model for interdependent ego-networks applied to human smuggling data 🚔 #openaccess #sna #RStats sciencedirect.com/science/articl…

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Aliakbar Akbaritabar, @akbaritabar.bsky.social @Akbaritabar

5 years ago

"Italian sociologists: a community of disconnected groups" Together with @vtraag @albertocaimo @squazzoni , we explored the (dis)connectivity of Italian sociological community through a quantitative analysis, a #Thread Read the full-text online here: rdcu.be/b4TA0