Denna webbshop är stängd för köp.
Klicka här för mer information

Generalized Additive Models
  • Bandtyp: Inbunden
  • Språk: Engelska
  • Utgiven: 201706
  • Antal sidor: 476
  • Upplaga: 2 New edition, 
    Vikt i gram: 794
  • ISBN10:1498728332
  • ISBN13:9781498728331

Generalized Additive Models

(Inbunden)
Beskrivning:

The first edition of this book has established itself as one of the leading references on generalized additive models (GAMs), and the only book on the topic to be introductory in nature with a wealth of practical examples and software implementation. It is self-contained, providing the necessary background in linear models, linear mixed models, and generalized linear models (GLMs), before presenting a balanced treatment of the theory and applications of GAMs and related models.

The author bases his approach on a framework of penalized regression splines, and while firmly focused on the practical aspects of GAMs, discussions include fairly full explanations of the theory underlying the methods. Use of R software helps explain the theory and illustrates the practical application of the methodology. Each chapter contains an extensive set of exercises, with solutions in an appendix or in the book's R data package gamair, to enable use as a course text or for self-study.

Simon N. Wood is a professor of Statistical Science at the University of Bristol, UK, and author of the R package mgcv.

Kundrecensioner och bloggar

Sök fler böcker:

Kunder som köpt denna bok har
även köpt:
Skotten i Köpenhamn :  ett reportage om
Uppgång och fall
Uppgång och fall
av Strömquist, Liv
Den allvarsamma leken
Den allvarsamma leken
av Söderberg, Hjalmar
Miniatyrmakaren
Miniatyrmakaren
av Burton, Jessie
Min mors självbiografi
Min mors självbiografi
av Kincaid, Jamaica