Generate prediction from an INLA output object — predict_inla

predict_inla_data() generates a prediction vector from an INLA::inla() output object, putting this prediction back into the data frame.

Usage

predict_inla_data(df, model, pred_col, pred_upper_col, pred_lower_col)

df: Data frame of model data.
model: INLA model object returned by INLA::inla() which contains summary.fitted.values.
pred_col: Column name to store predicted value.
pred_upper_col: Column name to store upper bound of confidence interval generated by the predict_... function. This stores the full set of generated values for the upper bound.
pred_lower_col: Column name to store lower bound of confidence interval generated by the predict_... function. This stores the full set of generated values for the lower bound.

A data frame.