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Econometrics / Decision trees / Actuarial science / Gradient boosting / Boosting / Linear regression / Least squares / Generalized linear model / Multicollinearity / Statistics / Regression analysis / Ensemble learning


Model-based Boosting in R A Hands-on Tutorial Using the R Package mboost Benjamin Hofner∗† Andreas Mayr†
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Document Date: 2014-10-02 11:30:58

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gradient boosting algorithms / actual boosting algorithm / component-wise gradient boosting algorithm / biotechnology / versatile modeling tool / gradient descent algorithm / component-wise boosting algorithm / /

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Department of Statistics / /

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Benjamin Hofner / Andreas Mayr / Benjamin Hofner∗† Andreas / Mattthias Schmid / Andreas Mayr† Nikolay Robinzonov / Nikolay Robinzonov / Nikolay Robinzonov‡ Matthias Schmid / Ray Absorptiometry / /

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classical Fisher / prediction model for body fat / model the relationship / /

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