Statistical Learning from a Regression Perspective

RecordNumber
839
Author
Berk, Richard Aauthor
Title
Statistical Learning from a Regression Perspective
Author Statement
by Richard A. Berk.
Edition
2nd ed. 2016.
Collation
1 online resource (XXV, 347 pages 120 illustrations, 91 illustrations in color.)
Series
Springer Texts in Statistics
Notes
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
Subject
Probabilities. , Psychological measurement. , Psychology-Methodology. , Public health. , Social sciences. , Statistics. , Statistical Theory and Methods. , Methodology of the Social Sciences. , Probability Theory and Stochastic Processes. , Psychological Methods/Evaluation. , Public Health. , Statistics for Social Sciences, Humanities, Law.
Link To Document :
https://digitallib.qut.ac.ir/dL/search/default.aspx?Term=839&Field=0&DTC=5

by Richard A. Berk.