Statistical learning from a regression perspective /
519.536
Berk, Richard A.
Statistical learning from a regression perspective / Richard A. Berk. - 2nd ed. - 1 online resource. - - Springer texts in statistics .
Academic 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.
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time;
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
English
9783319440484
com.springer.onix.9783319440484 Springer Nature
GBB912703 bnb
Statistics., Regression analysis., Mathematics, Probability & StatisticsGeneral.Social Science, Statistics.Medical, Public Health.Psychology, Research & Methodology.Social Science, Methodology.Probability & statistics., Social research & statistics., Public health & preventive medicine., Psychological methodology., Mathematical statistics., Distribution (Probability theory), Psychological tests and testing., Social sciences_xMethodology.,
Berk, Richard A.
Statistical learning from a regression perspective / Richard A. Berk. - 2nd ed. - 1 online resource. - - Springer texts in statistics .
Academic 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.
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time;
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
English
9783319440484
com.springer.onix.9783319440484 Springer Nature
GBB912703 bnb
Statistics., Regression analysis., Mathematics, Probability & StatisticsGeneral.Social Science, Statistics.Medical, Public Health.Psychology, Research & Methodology.Social Science, Methodology.Probability & statistics., Social research & statistics., Public health & preventive medicine., Psychological methodology., Mathematical statistics., Distribution (Probability theory), Psychological tests and testing., Social sciences_xMethodology.,