Generalized Linear Models With Examples in R

Peter K Dunn

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Langue : anglais

Edité par Springer-Verlag New York Inc., 2018

1441901175 / 9781441901170

Série : Livre 93 sur 111 - Springer Texts in Statistics

Vendeur : World of Books Inc, Montgomery, IL, Etats-UnisWorld of Books Inc

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A propos de cet article

This textbook presents an introduction to generalized linear models, complete with real-world data sets and practice problems, making it applicable for both beginning and advanced students of applied statistics. Generalized linear models (GLMs) are powerful tools in applied statistics that extend the ideas of multiple linear regression and analysis of variance to include response variables that are not normally distributed. As such, GLMs can model a wide variety of data types including counts, proportions, and binary outcomes or positive quantities.The book is designed with the student in mind, making it suitable for self-study or a structured course. Beginning with an introduction to linear regression, the book also devotes time to advanced topics not typically included in introductory textbooks. It features chapter introductions and summaries, clear examples, and many practice problems, all carefully designed to balance theory and practice. The text also provides a working knowledge of applied statistical practice through the extensive use of R, which is integrated into the text. Other features include: ?             Advanced topics such as power variance functions, saddlepoint approximations, likelihood score tests, modified profile likelihood, small-dispersion asymptotics, and randomized quantile residuals ?             Nearly 100 data sets in the companion R package GLMsData ?             Examples that are cross-referenced to the companion data set, allowing readers to load the data and follow the analysis in their own R session.…

N° de réf. du vendeur CIN1441901175G

Titre
Generalized Linear Models With Examples in R
Auteur
Peter K Dunn
Éditeur
Springer-Verlag New York Inc.
Année de publication
2018
État de l'article
Good
Reliure
Hardback
Langue
anglais
ISBN à 10 chiffres
1441901175
ISBN à 13 chiffres
9781441901170
Série
Livre 93 sur 111: Springer Texts in Statistics

World of Books Inc

Montgomery, IL, Etats-Unis

Vendeur avec une évaluation de 4 étoiles

Vendeur AbeBooks depuis 23 mars 2026

Frais d'expédition à l'intérieur de ce pays : Etats-Unis

Article4 à 12 jours ouvrés3 à 6 jours ouvrés
Premier articleEUR 0,00EUR 9,76
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