- Adds references to the manuscript published in the Journal of Statistical Software.
- Adds
symmetric
family for equality constraints of the potentials array.
- Added
vec_description()
function to explicitly describe what relative positions and interactions are associated with each element of the summarized vector of parameters/sufficient statistics in each parameter restriction family.
rpositions()
can now be used as an alternative to createmrfi
objects based on explicitly described relative positions with a simpler syntax thanmrfi()
.- Added a vignette on analyzing 3d data via 2d projections in
mrf2d
. - Fixed bug that caused the R session to crash when calling
smr_stat()
with incomplete lattices.
- Added
rmrf2d_mc
to simplify the use of Monte-Carlo methods from randomly generated fields. - Minor documentation updates.
- Added
mrfout
andhmrfout
classes for model fitting functions output. Asummary()
andplot()
methods are also available. - Simplified structure of documentation files.
- Co-ocurrence histogram computing is now exported in the
cohist()
function. - Computing of conditional probabilities for individual positions are now exported in the
cp_mrf2d()
function. - All the conversions from/to arrays to/from vectors are now available. See the help file for
smr_stat
. - Additional example data included in
field1
andhfield1
. - Documentation improved, including paper available in: https://arxiv.org/abs/2006.00383