Mostrando recursos 1 - 1 de 1

  1. Recursive Partitioning of Models of a Generalized Linear Model Type

    Rusch, Thomas
    This thesis is concerned with recursive partitioning of models of a generalized linear model type (GLM-type), i.e., maximum likelihood models with a linear predictor for the linked mean, a topic that has received constant interest over the last twenty years. The resulting tree (a ''model tree'') can be seen as an extension of classic trees, to allow for a GLM-type model in the partitions. In this work, the focus lies on applied and computational aspects of model trees with GLM-type node models to work out different areas where application of the combination of parametric models and trees will be beneficial...
    (application/pdf) - 18-oct-2016

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