IsingSampler (version 0.2.3)

Sampling Methods and Distribution Functions for the Ising Model

Description

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.

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Install

install.packages('IsingSampler')

Monthly Downloads

2,017

Version

0.2.3

License

GPL-2

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Repository

github.com/SachaEpskamp/IsingSampler

Maintainer

Sacha Epskamp

Last Published

August 21st, 2023

Functions in IsingSampler (0.2.3)

IsingSampler

Sample states from the Ising model

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 catagories

IsingLikelihood

Likelihood of all states from tractible Ising model.

EstimateIsing

non-regularized estimation methods for the Ising Model

IsingEntrophy

Entropy of the Ising Model

IsingPL

Pseudo-likelihood

IsingSampler-package

Sampling methods and distribution functions for the Ising model