Straightforward intermediate rank tensor product smoothing in mixed models

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Summary

A new approach to the construction of tensor product smooths is proposed, which allows the smooth to be written as the sum of some fixed effects and some sets of i.d. Gaussian random effects, and is useable with almost any flexible mixed modelling software, allowing smooth interaction terms to be readily incorporated into any Generalized Linear Mixed Model.

Type
article
Published
2012-02-11
Cited by
188
References
38
Access
Open access

Keywords

Smoothing, Tensor product, Mathematics, Smoothness, Tensor (intrinsic definition)

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