Changelog • mrf2d

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 create mrfi objects based on explicitly described relative positions with a simpler syntax than mrfi().
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 and hmrfout classes for model fitting functions output. A summary() and plot() 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 and hfield1.
Documentation improved, including paper available in: https://arxiv.org/abs/2006.00383