confint.betaboost {betaboost} | R Documentation |
Compute pointwise bootstrap confidence intervals
## S3 method for class 'betaboost' confint(object, ...)
object |
a fitted model object of class |
... |
additional arguments. See |
Use a nested boostrap approach to compute pointwise confidence intervals for the predicted partial functions or regression parameters. The approach is further described in Hofner et al. (2016).
Note that confidence intervals are currently only provided for beta regression
models with constant precision parameter (i.e., phi
cannot be modeled
as a function of covariates).
An object of class glmboost.ci
or mboost.ci
with special
print
and/or plot
functions.
Benjamin Hofner <benjamin.hofner@pei.de>
Benjamin Hofner, Thomas Kneib and Torsten Hothorn (2016), A Unified Framework of Constrained Regression. Statistics & Computing, 26, 1–14.