Introduction to General and Generalized Linear Models

Language: English

Published by CRC Press, 2024

1032922362 / 9781032922362

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Bridging the gap between theory and practice for modern statistical model building, Introduction to General and Generalized Linear Models presents likelihood-based techniques for statistical modelling using various types of data. Implementations using R are provided throughout the text, although other software packages are also discussed. Numerous examples show how the problems are solved with R.After describing the necessary likelihood theory, the book covers both general and generalized linear models using the same likelihood-based methods. It presents the corresponding/parallel results for the general linear models first, since they are easier to understand and often more well known. The authors then explore random effects and mixed effects in a Gaussian context. They also introduce non-Gaussian hierarchical models that are members of the exponential family of distributions. Each chapter contains examples and guidelines for solving the problems via R. Providing a flexible framework for data analysis and model building, this text focuses on the statistical methods and models that can help predict the expected value of an outcome, dependent, or response variable. It offers a sound introduction to general and generalized linear models using the popular and powerful likelihood techniques. Ancillary materials are available at imm.dtu.dk/~hm/GLM.…

Seller Inventory # 9781032922362

Title
Introduction to General and Generalized Linear Models
Author
Poul Thyregod
Publisher
CRC Press
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1032922362
ISBN 13
9781032922362
Item weight
485 grams
Dimensions
234x156x17 mm

AHA-BUCH GmbH

Einbeck, Germany

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