Changes in version 1.0.39 (2023-04-06) - Patch to use replace = TRUE for bootstrapping - Use probabilistic sampling for more realistic prediction metrics Changes in version 1.0.38 (2021-03-18) - Improved nonparanormal mapping of predictions for discrete variables - Option to remove progress bar in multicore estimation, significantly speeding up analysis runs - Improvement for the detection of infinite values in data and coordinates - Option to prep spatial splines separately to allow efficient out-of-sample cross-validation Changes in version 1.0.37 (2019-04-10) - More detailed work-throughs of examples in the vignettes - Fixed typo in Bird_Parasite_CRF vignette - Fixed typo in cv_MRF_diag function - Changed the root mean square transformation for Poisson variables to a more appropriate paranormal Changes in version 1.0.36 (2018-11-26) - Improved clarity of function definitions and descriptions - Adjusted text size on plotMRF_hm for clearer presentation - Improved bootstrap_MRF efficiency to reduce memory usage - Added CRAN hyperlink to the GitHub README Changes in version 1.0.35 (2018-08-24) - First release of MRFcov to CRAN