Summarizes pointwise or simultaneous bootstrap intervals for expert or gating
coefficient functions.
Usage
# S3 method for class 'vcmoe_bootstrap'
confint(
object,
parm = c("expert", "gating"),
level = 0.95,
type = c("pointwise", "simultaneous"),
...
)
Arguments
- object
A vcmoe_bootstrap object.
- parm
Coefficient set to summarize: "expert", "gating",
or both.
- level
Confidence level.
- type
Interval type. "pointwise" uses percentile bootstrap
intervals. "simultaneous" uses a max standardized bootstrap-deviation
band over u for each component and term.
- ...
Unused.
Value
A tidy data frame with columns coefficient_set, term,
component, u, estimate, se, lower,
upper, type, level, and n_successful.
Details
Pointwise intervals are percentile intervals at each grid point. Simultaneous
bands compute bootstrap standard errors and use the empirical quantile of the
maximum standardized absolute deviation over the u_grid. Near-zero
standard errors are floored internally to avoid division by zero.