EDGES: Cauchy-Combination Ensemble of Directed GOF Tests (Alias)

Alias for def.ensemble.gof(); see the EDGES paper. edges.gof() is the brand name (EDGES = the Cauchy-combination ensemble of the EDGE directed bases) used in the manuscript. It takes exactly the same arguments as def.ensemble.gof and returns exactly the same value; the legacy name def.ensemble.gof() is retained unchanged for back-compatibility.

Usage

edges.gof(...)

Arguments

...

Arguments passed on to def.ensemble.gof (e.g. object, predicted_probs, X, components, add_ef, combine, G, extra_pvalues).

Value

A one-row data.frame with columns Test, Combiner, Components, k, and p_value.

References

Liu, Y. and Xie, J. (2020). Cauchy combination test. JASA, 115(529), 393-402.

See also

def.ensemble.gof (legacy name), edge.gof, def.gof.

Author

Ebrahim Khaled Ebrahim ebrahimkhaled@alexu.edu.eg

Examples

set.seed(1)
x <- runif(500, -3, 3)
y <- rbinom(500, 1, plogis(0.6 * x))
fit <- glm(y ~ x, family = binomial())
edges.gof(fit)                 # identical to def.ensemble.gof(fit)
#>           Test Combiner         Components k   p_value
#> 1 DEF ensemble      cct poly2+poly3+stukel 3 0.7654395