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(RSS / N) / (1 - trace(S) / N)^2 (ESL eq 7.52), smooth.spline's GCV criterion.

Usage

morie_esl_gcv(y, fitted, trace_S)

Arguments

y, fitted

Response and fitted values.

trace_S

Effective degrees of freedom.

Value

Named list: gcv, rss, n.

References

Craven, P. & Wahba, G. (1979). Numerische Mathematik 31.

Examples

morie_esl_gcv(c(1, 2, 3, 5), c(1.1, 1.9, 3.2, 4.8), 2)$gcv
#> [1] 0.1