IsingSampler: Sampling Methods and Distribution Functions for the Ising Model

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Sample states from the Ising model and compute the probability of states. Sampling can be done for any number of nodes, but due to the intractibility of the Ising model the distribution can only be computed up to ~10 nodes.

Author
Sacha Epskamp
Date of publication
2015-03-02 15:51:07
Maintainer
Sacha Epskamp <mail@sachaepskamp.com>
License
GPL-2
Version
0.2
URLs

View on CRAN

Man pages

EstimateIsing
non-regularized estimation methods for the Ising Model
IsingLikelihood
Likelihood of all states from tractible Ising model.
IsingPL
Pseudo-likelihood
IsingSampler
Sample states from the Ising model
IsingSampler-package
Sampling methods and distribution functions for the Ising...
IsingStateProb
Likelihood of single state from tractible Ising model.
IsingSumLikelihood
Likelihood of sumscores from tractible Ising model.
LinTransform
Transform parameters for linear transformations on response...

Files in this package

IsingSampler
IsingSampler/inst
IsingSampler/inst/COPYING
IsingSampler/inst/COPYRIGHTS
IsingSampler/src
IsingSampler/src/Makevars
IsingSampler/src/PseudoLikelihood.cpp
IsingSampler/src/IsingCpp_CFTP.cpp
IsingSampler/src/Makevars.win
IsingSampler/src/RcppExports.cpp
IsingSampler/NAMESPACE
IsingSampler/NEWS
IsingSampler/R
IsingSampler/R/LinTransform.R
IsingSampler/R/Distribution.R
IsingSampler/R/positiveGraph.R
IsingSampler/R/RcppExports.R
IsingSampler/R/EstimateIsing.R
IsingSampler/R/PseudoLikelihood.R
IsingSampler/R/logisticRegressionEstimation.R
IsingSampler/R/IsingSampler.R
IsingSampler/MD5
IsingSampler/DESCRIPTION
IsingSampler/man
IsingSampler/man/LinTransform.Rd
IsingSampler/man/IsingSampler.Rd
IsingSampler/man/IsingStateProb.Rd
IsingSampler/man/IsingLikelihood.Rd
IsingSampler/man/IsingSampler-package.Rd
IsingSampler/man/IsingSumLikelihood.Rd
IsingSampler/man/EstimateIsing.Rd
IsingSampler/man/IsingPL.Rd