Summary method for resi objects — summary.resi • RESI

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)
#> 
#> Analysis of effect sizes based on RESI:
#> Confidence level =  0.05
#> Call:  lm(formula = charges ~ bmi + sex, data = RESI::insurance)
#> 
#> Coefficient Table 
#>              Estimate Std. Error t value Pr(>|t|)   RESI    2.5%  97.5%
#> (Intercept)  739.4306  1669.9119  0.4428   0.6580 0.0121 -0.0314 0.0620
#> bmi          389.4347    57.8612  6.7305   0.0000 0.1839  0.1379 0.2284
#> sexmale     1166.9940   647.9397  1.8011   0.0719 0.0492 -0.0026 0.0936