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On an alternative solution to the vector spline problem

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Abstract:

Yee and Wild have presented additive extensions to multivariate regression models including generalized estimating equations. The back-bone of their methods was a vector spline, which was solved by direct solution. A back-fitting solution to the vector spline problem is presented here, with the implication that existing generalized additive model software can, with moderate effort, be modified to implement multivariate models.

Keywords: Back-fitting algorithm; Nonparametric multivariate regression; Smoothing; Vector generalized additive models; Vector splines

Document Type: Original Article

DOI: https://doi.org/10.1111/1467-9868.00117

Affiliations: University of Auckland and Massey University at Albany, New Zealand

Publication date: 1998-01-01

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