Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective

Berk, Richard A.

Springer International Publishing AG

06/2018

347

Mole

Inglês

9783319829692

15 a 20 dias

575

Descrição não disponível.
Statistical Learning as a Regression Problem.- Splines, Smoothers, and Kernels.- Classification and Regression Trees (CART).- Bagging.- Random Forests.- Boosting.- Support Vector Machines.- Some Other Procedures Briefly.- Broader Implications and a Bit of Craft Lore.
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classification;random forests;statistical learning;support vector machines;regression analysis;statistical learning;statistics for social sciences;support vector machines