summary.WRI {WRI} | R Documentation |
Summary Function of Wasserstein Regression Model
Description
Summary Function of Wasserstein Regression Model
Usage
## S3 method for class 'WRI'
summary(object, ...)
Arguments
object |
an object returned by the |
... |
further arguments passed to or from other methods. |
Value
a list containing the following fields:
call |
function call of the Wasserstein regression |
r.square |
Wasserstein |
global_wasserstein_F_stat |
Wasserstein global F test statistic from the Satterthwaite method |
global_F_pvalue |
p value of global F test |
global_wasserstein_F_df |
degrees of freedom of satterthwaite approximated sampling distribution used in global F test |
partial_F_table |
Partial F test for individual effects |
Examples
data(strokeCTdensity)
predictor = strokeCTdensity$predictors
dSup = strokeCTdensity$densitySupport
densityCurves = strokeCTdensity$densityCurve
res <- wass_regress(rightside_formula = ~., Xfit_df = predictor,
Ymat = densityCurves, Ytype = 'density', Sup = dSup)
summary(res)
[Package WRI version 0.2.0 Index]