IsingSampler (version 0.2.4)

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.packages('IsingSampler')

Monthly Downloads

2,214

Version

0.2.4

License

GPL-2

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Repository

https://github.com/SachaEpskamp/IsingSampler

Maintainer

Sacha Epskamp

Last Published

May 13th, 2025

Functions in IsingSampler (0.2.4)

IsingSampler-package

Sampling methods and distribution functions for the Ising model

IsingPL

Pseudo-likelihood

IsingSumLikelihood

Likelihood of sumscores from tractible Ising model.

IsingStateProb

Likelihood of single state from tractible Ising model.

IsingSampler

Sample states from the Ising model

IsingLikelihood

Likelihood of all states from tractible Ising model.

LinTransform

Transform parameters for linear transformations on response catagories

IsingEntrophy

Entropy of the Ising Model

EstimateIsing

non-regularized estimation methods for the Ising Model