Discrete choice generalized additive models using high dimensional data.
Abstract (The restriction of linearity in a multinomial logit model can impede the correct prediction of discrete choices. Specifying a nonparametric model can increase the chance of correctly predicting the outcome; however, as more predictors are introduced into the model, the variance increase, a...
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| Format: | Disertacija |
| Jezik: | English |
| Izdano: |
Quezon City
University of the Philippines
c2010.
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