Generalized additive models: an introduction with R
The second edition of this popular book provides a thorough grounding in linear, generalized linear and mixed models before providing a framework for GAMs. Although the material is technical, the author conveys the information in an accessible way with an eye to applications throughout. With approximately 100 extra pages, the new edition includes recent developments in methodology, more material on mixed models and smoothing, and substantially more examples that cover functional data, survival …
Read More ↓Title Statements
- Full title :Generalized additive models : an introduction with R / Simon N. Wood.
Summary
The second edition of this popular book provides a thorough grounding in linear, generalized linear and mixed models before providing a framework for GAMs. Although the material is technical, the author conveys the information in an accessible way with an eye to applications throughout. With approximately 100 extra pages, the new edition includes recent developments in methodology, more material on mixed models and smoothing, and substantially more examples that cover functional data, survival analysis and location scale models.
Read More ↓Edition Statements
- Publication Date:2017.
- Edition:Second edition
Publication Statements
- Publisher(s):Chapman & Hall/CRC
- Place of Publication:Boca Raton
- Language:eng
- Publication Date:2017.
The Physical Object
- Description:1 volume : : illustrations (black and white) ; : 24 cm
Edition Identifiers
- ISBN:9781498728331, 1498728332
- oclc:on1064540164
- Dewey Decimal:519.282
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Generalized additive models: an introduction with R
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