Statistical Learning from a Regression Perspective

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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• Saude pública e medicina preventiva
• Metodologia psicológica
• Probabilidade e Estatística
• Estocástica
• Pesquisa e estatística social
• Sociologia

classification;random forests;statistical learning;support vector machines;regression analysis;statistical learning;statistics for social sciences;support vector machines