Markov Random Field Models for Image Analysis

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Documentation for package ‘mrf2d’ version 1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

+-method	mrfi: MRF interaction structure
--method	mrfi: MRF interaction structure
as.list.mrfi	mrfi: MRF interaction structure
basis_functions	Creation of basis functions
bold5000	BOLD5000 neuroimaging data
cohist	Summary Statistics
cplot	Plotting functions for lattice data
cpmrf2d	Conditional probabilities in a pixel position
cp_mrf2d	Conditional probabilities in a pixel position
data_examples	Example Data
dplot	Plotting functions for lattice data
expand_array	Summarized representation of theta arrays
field1	Example Data
fit_ghm	EM estimation for Gaussian Hidden Markov field
fit_pl	Maximum Pseudo-likelihood fitting of MRFs on 2d lattices.
fit_sa	Stochastic Approximation fitting of MRFs on 2d lattices
fourier_2d	Creation of basis functions
hfield1	Example Data
hmrfout	MRF fitting functions output
length-method	mrfi: MRF interaction structure
mrf2d-family	Parameter restriction families
mrfi	mrfi: MRF interaction structure
mrfi-class	mrfi: MRF interaction structure
mrfi-plot	Plotting of 'mrfi' objects.
mrfi_to_string	mrfi: MRF interaction structure
mrfout	MRF fitting functions output
plot.hmrfout	MRF fitting functions output
plot.mrfi	Plotting of 'mrfi' objects.
plot.mrfout	MRF fitting functions output
pl_mrf2d	Pseudo-likelihood function for MRFs on 2d lattices
polynomial_2d	Creation of basis functions
print.hmrfout	MRF fitting functions output
print.mrfout	MRF fitting functions output
rmrf2d	Sampling of Markov Random Fields on 2d lattices
rmrf2d_mc	Markov Chain sampling of MRFs for Monte-Carlo methods
rpositions	mrfi: MRF interaction structure
smr_array	Summarized representation of theta arrays
smr_stat	Summary Statistics
summary.hmrfout	MRF fitting functions output
summary.mrfout	MRF fitting functions output
theta_potts	Example objects from 'mrf2d'
vec_description	Summary Statistics
Z_potts	Example objects from 'mrf2d'
[-method	mrfi: MRF interaction structure
[[-method	mrfi: MRF interaction structure