summary.WRI | R Documentation |
Summary Function of Wasserstein Regression Model
## S3 method for class 'WRI' summary(object, ...)
object |
an object returned by the |
... |
further arguments passed to or from other methods. |
a list containing the following fields:
call |
function call of the Wasserstein regression |
r.square |
Wasserstein R^2, the Wasserstein coefficient of determination |
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 |
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)
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