Explicit connections between longitudinal data analysis and kernel machines     Best linear unbiased prediction  classification  generalized linear mixed models  machine learning  linear mixed models  reproducing kernel Hilbert spaces       font style='font-size:12px;'> 2009/9/16

Two areas of research – longitudinal data analysis and kernel machines – have large, but mostly distinct, literatures. This article shows explicitly that both fields have much in common with each othe...

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