Model deviance — deviance.SLOPE • SLOPE

Model deviance

Usage

# S3 method for SLOPE
deviance(object, ...)

Arguments

object: an object of class 'SLOPE'.
...: ignored

Value

For Gaussian models this is twice the residual sums of squares. For all other models, two times the negative loglikelihood is returned.

See also

Other SLOPE-methods: coef.SLOPE(), plot.SLOPE(), predict.SLOPE(), print.SLOPE(), score()

Examples

fit <- SLOPE(abalone$x, abalone$y, family = "poisson")
deviance(fit)
#>  [1] 1037.0277  997.7979  979.7133  971.3346  967.2121  955.4363  949.2969
#>  [8]  946.7080  944.4784  942.5502  941.6779  941.2731  941.1136  941.0527
#> [15]  941.0286  941.0196