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SBMSplitMerge  

Inference for a Generalised SBM with a Split Merge Sampler
View on CRAN: Click here


Download and install SBMSplitMerge package within the R console
Install from CRAN:
install.packages("SBMSplitMerge")

Install from Github:
library("remotes")
install_github("cran/SBMSplitMerge")

Install by package version:
library("remotes")
install_version("SBMSplitMerge", "1.1.1")



Attach the package and use:
library("SBMSplitMerge")
Maintained by
Matthew Ludkin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-04
Latest Update: 2020-06-04
Description:
Inference in a Bayesian framework for a generalised stochastic block model. The generalised stochastic block model (SBM) can capture group structure in network data without requiring conjugate priors on the edge-states. Two sampling methods are provided to perform inference on edge parameters and block structure: a split-merge Markov chain Monte Carlo algorithm and a Dirichlet process sampler. Green, Richardson (2001) ; Neal (2000) ; Ludkin (2019) .
How to cite:
Matthew Ludkin (2020). SBMSplitMerge: Inference for a Generalised SBM with a Split Merge Sampler. R package version 1.1.1, https://cran.r-project.org/web/packages/SBMSplitMerge. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Other R packages that SBMSplitMerge depends, imports, suggests or enhances
Complete documentation for SBMSplitMerge
Functions, R codes and Examples using the SBMSplitMerge R package
Some associated functions: ARI . Enron . Macaque . StackOverflow . accept . addblock . blockmat.blocks . blockmat.numeric . blockmat . blockmat.sbm . blockmod . blocks . blocktrace . crp . ddirichlet . dedges.numeric . dedges . dedges.sbm . delblock . dma . drawblock.dp . drawblock.gibbs . drawblocks.dp . drawblocks.gibbs . drawparams . edgemod . edges . edges_bern . edges_nbin . edges_norm . edges_pois . eval_plots . is.sbm . marglike_bern . marglike_norm . marglike_pois . mergeavg . mergeblocks . mergeparams.default . mergeparams.numeric . mergeparams . modeblocks . multinom . nodelike . numblockstrace . param_beta . param_gamma . param_nbin . param_norm . parammat.blocks . parammat.matrix . parammat . parammat.params . parammat.sbm . parammod . params . paramtrace . plot.blocks . plot.edges . plot.sbm . plotpostpairs . postpairs . rcat . rdirichlet . redges . rw . sampler.conj . sampler.dp . sampler.gibbs . sampler . sampler.rj . sbm . sbmmod . splitavg . splitblocks . splitparams.numeric . splitparams . splitparams.params . updateblock.blocks . updateblock . updateblock.sbm . vmeasure . 
Some associated R codes: blockmat.R . blockmod.R . blocks.R . data.R . dp.R . drawparams.R . edgemod.R . edges.R . gibbs.R . marglike.R . misc.R . nodelike.R . parammat.R . parammod.R . params.R . rjmcmc.R . sampler.R . sbm.R . sbmmod.R . traces.R . updateblock.R .  Full SBMSplitMerge package functions and examples
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