Markov Random Fields with Additional Covariates

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Documentation for package ‘MRFcov’ version 1.0.39

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

Help Pages

Bird.parasites	Blood parasite occurrences in New Caledonian birds.
bootstrap_MRF	Bootstrap observations to estimate MRF parameter coefficients
cv_MRF_diag	MRF cross validation and assessment of predictive performance
cv_MRF_diag_rep	MRF cross validation and assessment of predictive performance
cv_MRF_diag_rep_spatial	MRF cross validation and assessment of predictive performance
MRFcov	Markov Random Fields with covariates
MRFcov_spatial	Spatially structured Markov Random Fields with covariates
plotMRF_hm	Plot MRF interaction parameters as a heatmap
predict_MRF	Predict training observations from fitted MRFcov models
predict_MRFnetworks	Extract predicted network metrics for observations in a given dataset using equations from a fitted 'MRFcov' object
prep_MRF_covariates	Cross-multiply response and covariate variables
prep_MRF_covariates_spatial	Cross-multiply response and covariate variables and build spatial splines