Generalized Linear Models With Examples in R (Hardcover)

Peter K. Dunn

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Idioma: inglés

Editorial: Springer-Verlag New York Inc., New York, NY, 2018

1441901175 / 9781441901170

Serie: Libro 93 de 111 - Springer Texts in Statistics

Librería: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

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Hardcover. 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 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. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.

N° de ref. del artículo 9781441901170

Título
Generalized Linear Models With Examples in R (Hardcover)
Autor
Peter K. Dunn
Editorial
Springer-Verlag New York Inc., New York, NY
Año de publicación
2018
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
1441901175
ISBN 13
9781441901170
Serie
Libro 93 de 111: Springer Texts in Statistics

AussieBookSeller

Truganina, VIC, Australia

Vendedor de 5 estrellas

Vendedor de AbeBooks desde 22 de junio de 2007

Tarifas de envío de Australia a Estados Unidos de America

ArtículoDe 25 a 45 días hábilesDe 8 a 14 días hábiles
Primer artículoEUR 32,32EUR 38,43
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