Generalized Linear Models With Examples in R

Peter K Dunn

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Lingua: inglese

Editore: Springer-Verlag New York Inc., 2018

1441901175 / 9781441901170

Serie: Libro 93 di 111 - Springer Texts in Statistics

Da: World of Books Inc, Montgomery, IL, U.S.A.World of Books Inc

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Venditore AbeBooks dal 23 marzo 2026

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Descrizione dell’articolo da parte del venditore

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.…

Codice articolo CIN1441901175G

Titolo
Generalized Linear Models With Examples in R
Autore
Peter K Dunn
Editore
Springer-Verlag New York Inc.
Anno di pubblicazione
2018
Condizione
Good
Rilegatura
Hardback
Lingua
inglese
ISBN 10
1441901175
ISBN 13
9781441901170
Serie
Libro 93 di 111: Springer Texts in Statistics

World of Books Inc

Montgomery, IL, U.S.A.

Venditore con 4 stelle

Venditore AbeBooks dal 23 marzo 2026

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 4 a 12 giorni lavorativiDa 3 a 6 giorni lavorativi
Primo articoloEUR 0,00EUR 9,73
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