Statistical learning from a regression perspective / Richard A. Berk.
Material type:
TextSeries: Springer texts in statisticsPublisher: Cham : Springer, 2016Copyright date: ©2016Edition: 2nd edDescription: 1 online resourceContent type: - text
- computer
- online resource
- 9783319440484
- Statistics
- Regression analysis
- Mathematics -- Probability & Statistics -- General
- 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
- 519.536 22
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Цахим ном
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Эрдэм шинжилгээний номын сан | 519.536 | Available |
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.
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English