summary.resi {RESI}

Summary method for resi objects

Description

After running the resi function on a fitted model, this function can be used to print the coefficients table component. If the resi function was run with the 'store.boot = TRUE' option to store the full matrix of bootstrapped estimates, the user can specify a different alpha level for this function's confidence intervals.

Usage

## S3 method for class 'resi'
summary(object, alpha = NULL, ...)

Arguments

object

an object resulting from resi function

alpha

an optional new specification for the confidence level. Can be vector-valued

...

ignored

Value

Returns a 'summary_resi' object containing the computed coefficients table

Examples

# fit a model
mod = lm(charges ~ bmi + sex, data = RESI::insurance)

# run resi with the store.boot = TRUE option
resi_obj = resi(mod, nboot = 100, store.boot = TRUE, alpha = 0.01)

# run summary, specifying a different alpha level if desired
summary(resi_obj, alpha = 0.05)