Statistical learning from a regression perspective /
Berk, Richard A.
Statistical learning from a regression perspective / [electronic resource] Richard A. Berk - Second edition - Cham, Switzerland : Springer, 2016 - 1 online resource (xxiii, 347 pages) : illustrations (some color). - Springer texts in statistics, 1431-875X . - Springer texts in statistics. .
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
9783319440484 (E-book)
REGRESSION ANALYSIS
STATISTICS
PUBLIC HEALTH
PROBABILITIES
SOCIAL SCIENCES
QA 278.2 / B47S 2015
Statistical learning from a regression perspective / [electronic resource] Richard A. Berk - Second edition - Cham, Switzerland : Springer, 2016 - 1 online resource (xxiii, 347 pages) : illustrations (some color). - Springer texts in statistics, 1431-875X . - Springer texts in statistics. .
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
9783319440484 (E-book)
REGRESSION ANALYSIS
STATISTICS
PUBLIC HEALTH
PROBABILITIES
SOCIAL SCIENCES
QA 278.2 / B47S 2015