Generalized Linear Mixed Models with Robust Random Fields for Spatiotemporal Modeling

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Documentation for package ‘glmmfields’ version 0.1.8

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

Help Pages

glmmfields-package	The 'glmmfields' package.
format_data	Format data for fitting a glmmfields model
glmmfields	Fit a spatiotemporal random fields GLMM
half_t	Student-t and half-t priors
lognormal	Lognormal family
loo	Return LOO information criteria
loo.glmmfields	Return LOO information criteria
nbinom2	Negative binomial family
plot.glmmfields	Plot predictions from an glmmfields model
posterior_linpred	Predict from a glmmfields model
posterior_linpred.glmmfields	Predict from a glmmfields model
posterior_predict	Predict from a glmmfields model
posterior_predict.glmmfields	Predict from a glmmfields model
predict	Predict from a glmmfields model
predict.glmmfields	Predict from a glmmfields model
predictive_interval	Predict from a glmmfields model
predictive_interval.glmmfields	Predict from a glmmfields model
sim_glmmfields	Simulate a random field with a MVT distribution
stan_pars	Return a vector of parameters
student_t	Student-t and half-t priors
tidy	Tidy model output
tidy.glmmfields	Tidy model output