regression. Next, an additive decomposition of the prediction error of a model, the bias/variance decomposition, is considered. A …. Keywords: Bagging, Bias/Variance Decomposition, Boosting, Brand Choice, CART, Choice Models, Data Mining, Ensembles. 1 … to consider the bias/variance decomposition for a squared error function before turning to general loss functions. 5 …

regression. Next, an additive decomposition of the prediction error of a model, the bias/variance decomposition, is considered. A …