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Generalized Information Criterion (GIC) #6

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@mepcotterell

We should implement and test Generalized Information Criterion (GIC) [1] for estimating the optimal roughness penalty in the Smoothing_F class.

References

[1] Konoshi, Sadanori, and Genshiro Kitagawa. 1996. “Generalised Information Criteria in Model Selection.” Biometrika 83 (4). Oxford University Press: 875–90. https://www.jstor.org/stable/2337290

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