TY - DATA AU - Berk, Richard A. TI - Statistical learning from a regression perspective T2 - Springer texts in statistics, SN - 9783319440484 (E-book) AV - QA 278.2 B47S 2015 PY - 2016/// CY - Cham, Switzerland PB - Springer KW - REGRESSION ANALYSIS KW - STATISTICS KW - PUBLIC HEALTH KW - PROBABILITIES KW - SOCIAL SCIENCES N1 - Includes bibliographical references and index; 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 UR - https://drive.google.com/file/d/1ABqoczXcpES5UHAdDRgAv3NjsEk0Vu2R/view?usp=sharing ER -