Catch instability of INLA — map_model

map_model_behavior() runs INLA::inla() until its successful. This is important on linux machines where INLA can produce unstable results.

Usage

map_model_behavior(df, formula, control.predictor, ...)

df: Data frame of model data.
formula: A formula that will be supplied to the model, such as y~x.
control.predictor: Used to set compute = TRUE to ensure that the posterior marginals of the fitted values are obtained and the mean and standard deviation of the fitted values returned for use in the infilling and predictions. Additional arguments can be passed in the control.predictor list, but must always include compute = TRUE. See INLA::control.predictor() for details.
...: Additional arguments passed to INLA::inla().

A data frame.