Applying Generalized Linear Models (Springer Texts in Statistics) - Tapa dura

Libro 7 de 103: Springer Texts in Statistics

Lindsey, James K.

 
9780387982182: Applying Generalized Linear Models (Springer Texts in Statistics)
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ISBN 10: 0387982183 ISBN 13: 9780387982182
Editorial: Springer, 2000

Sinopsis

This book describes how generalised linear modelling procedures can be used in many different fields, without becoming entangled in problems of statistical inference. The author shows the unity of many of the commonly used models and provides readers with a taste of many different areas, such as survival models, time series, and spatial analysis, and of their unity. As such, this book will appeal to applied statisticians and to scientists having a basic grounding in modern statistics. With many exercises at the end of each chapter, it will equally constitute an excellent text for teaching applied statistics students and non- statistics majors. The reader is assumed to have knowledge of basic statistical principles, whether from a Bayesian, frequentist, or direct likelihood point of view, being familiar at least with the analysis of the simpler normal linear models, regression and ANOVA.

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De la contraportada

Applying Generalized Linear Models describes how generalized linear modelling procedures can be used for statistical modelling in many different fields, without becoming lost in problems of statistical inference. Many students, even in relatively advanced statistics courses, do not have an overview whereby they can see that the three areas - linear normal, categorical, and survival models - have much in common. The author shows the unity of many of the commonly used models and provides the reader with a taste of many different areas, such as survival models, time series, and spatial analysis. This book should appeal to applied statisticians and to scientists with a basic grounding in modern statistics. With the many exercises included at the ends of chapters, it will be an excellent text for teaching the fundamental uses of statistical modelling. The reader is assumed to have knowledge of basic statistical principles, whether from a Bayesian, frequentist, or direct likelihood point of view, and should be familiar at least with the analysis of the simpler normal linear models, regression, and ANOVA.

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Editorial
Springer
Año de publicación
2000
Idioma
Inglés
ISBN 10 
0387982183
ISBN 13 
9780387982182
Encuadernación
Tapa dura
Número de páginas
276
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9781475771114: Applying Generalized Linear Models (Springer Texts in Statistics)

Edición Destacada

ISBN 10:  1475771118 ISBN 13:  9781475771114
Editorial: Springer, 2013
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