Statistical learning from a regression perspective / Richard A. Berk [electronic resource]
Material type:![Computer file](/opac-tmpl/lib/famfamfam/CF.png)
- 9783319440484 (E-book)
- QA 278.2 B47S 2015
Contents:
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
Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds | Course reserves | |
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SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 278.2 B47S 2015 (Browse shelf(Opens below)) | Available | 9783319440484 |
ความน่าจะเป็นและสถิติ (PROBABILITY AND STATISTICS) ภาคการศึกษาที่ 1 |
Total holds: 0
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QA 278.2 อ873ก 2520 การวิเคราะห์สหพันธ์และการถดถอย | QA 278.2 อ873ก 2525 การวิเคราะห์สหพันธ์และการทดถอย | QA 278.2 A44L 2006 Logistic regression using the SAS system : | QA 278.2 B47S 2015 Statistical learning from a regression perspective / | QA 278.2 D72A 1998 Applied regression analysis | QA 278.2 H37R 2015 Regression modeling strategies : with applications to linear models, logistic and ordinal regression, and survival analysis / | QA 278.2 K87A 2004 Applied linear regression models. |
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
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