Artículos relacionados a Generalized Linear Models With Examples in R (Springer...
Sinopsis
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.
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
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Peter K. Dunn is Associate Professor in the Faculty of Science, Health, Education and Engineering at the University of the Sunshine Coast. His work focuses on mathematical statistics, in particular generalized linear models. He has developed methods for accurate numerical evaluation of the densities of the Tweedie distributions, leading to a better understanding of these distributions. An engaging teacher, Dunn is the recipient of an Australian Office of Learning and Teaching citation. He has also won several conference paper prizes, including the EJ Pitman Prize at the Australian Statistics Conference. He is a member of the Statistical Society of Australia Inc. and the Australian Mathematics Society.
Gordon K. Smyth is Head of the Bioinformatics Division at the Walter and Eliza Hall Institute of Medical Research and Honorary Professor of Mathematics & Statistics at The University of Melbourne. He has published research on generalized linear models and statistical computing for over 30 years and is the author of several popular R packages. In recent years, he has particularly promoted the use of generalized linear models to model data from genomic sequencing technologies.
De la contraportada
This textbook presents an introduction to multiple linear regression, providing real-world data sets and practice problems. A practical working knowledge of applied statistical practice is developed through the use of these data sets and numerous case studies. The authors include a set of practice problems both at the end of each chapter and at the end of the book. Each example in the text is cross-referenced with the relevant data set, so that readers can load the data and follow the analysis in their own R sessions. The balance between theory and practice is evident in the list of problems, which vary in difficulty and purpose.
This book is designed with teaching and learning in mind, featuring chapter introductions and summaries, exercises, short answers, and simple, clear examples. Focusing on the connections between generalized linear models (GLMs) and linear regression, the book also references advanced topics and tools that have not typically been included in introductions to GLMs to date, such as Tweedie family distributions with power variance functions, saddlepoint approximations, likelihood score tests, modified profile likelihood, and randomized quantile residuals. In addition, the authors introduce the new R code package, GLMsData, created specifically for this book. Generalized Linear Models with Examples in R balances theory with practice, making it ideal for both introductory and graduate-level students who have a basic knowledge of matrix algebra, calculus, and statistics.
"Sobre este título" puede pertenecer a otra edición de este libro.
EUR 43,34
EUR 38,28 gastos de envío desde Estados Unidos de America a España
Destinos, gastos y plazos de envíoComprar nuevo
Ver este artículo
EUR 90,41
EUR 9,13 gastos de envío desde Reino Unido a España
Destinos, gastos y plazos de envíoResultados de la búsqueda para Generalized Linear Models With Examples in R (Springer...
Imagen de archivo
Generalized Linear Models With Examples in R (Springer Texts in Statistics)
Librería: booksdeck, Westlake Village, CA, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Softcover. Condición: Very Good. Item Condition: Very Good. Absolutely no markings or writing anywhere in the book. Binding of the book is perfect. Free tracking with same day shipping! Nº de ref. del artículo: ECI-131|9781441901170
Cantidad disponible: 1 disponibles
Imagen de archivo
GENERALIZED LINEAR MODELS WITH EXAMPLES
Librería: Speedyhen, London, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: NEW. Nº de ref. del artículo: NW9781441901170
Cantidad disponible: 2 disponibles
Imagen de archivo
Generalized Linear Models With Examples in R
Publicado por
Springer-Verlag New York Inc., 2018
ISBN 10: 1441901175
ISBN 13: 9781441901170
Nuevo
Tapa dura
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
HRD. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: GB-9781441901170
Cantidad disponible: 2 disponibles
Imagen de archivo
Generalized Linear Models With Examples in R
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. Nº de ref. del artículo: 26376776198
Cantidad disponible: 1 disponibles
Imagen de archivo
Generalized Linear Models With Examples in R
Publicado por
Springer-Verlag New York Inc., 2018
ISBN 10: 1441901175
ISBN 13: 9781441901170
Nuevo
Tapa dura
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
HRD. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: GB-9781441901170
Cantidad disponible: 1 disponibles
Imagen de archivo
Generalized Linear Models With Examples in R
Librería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 369269209
Cantidad disponible: 1 disponibles
Imagen de archivo
Generalized inear Models with Examples in R
Librería: Basi6 International, Irving, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Nº de ref. del artículo: ABEJUNE24-10031
Cantidad disponible: 1 disponibles
Imagen del vendedor
Generalized Linear Models With Examples R
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 33768847-n
Cantidad disponible: 2 disponibles
Imagen del vendedor
Generalized Linear Models With Examples R
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 33768847-n
Cantidad disponible: 2 disponibles
Imagen de archivo
Generalized Linear Models With Examples in R (Springer Texts in Statistics)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9781441901170_new
Cantidad disponible: 2 disponibles