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The Resource Design of experiments for generalized linear models, K.G. Russell

Design of experiments for generalized linear models, K.G. Russell

Label
Design of experiments for generalized linear models
Title
Design of experiments for generalized linear models
Statement of responsibility
K.G. Russell
Creator
Subject
Language
eng
Summary
"While there are numerous books on the analysis of Generalized Linear Models (GLMs), there is very little information available on how to design the experiments that will collect the data. This book will describe the theory and methods for designing experiments to collect data that will be analysed by GLMs. It shows that the extensive theory underlying design for linear models does not work for GLMs, and gives practical guidance as to how best to design experiments for GLMs. It includes lots of examples to illustrate the topics, and is supplemented by R code for their implementation"--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Russell, K. G.
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Chapman & Hall/CRC interdisciplinary statistics
http://library.link/vocab/subjectName
  • Linear models (Statistics)
  • Experimental design
Label
Design of experiments for generalized linear models, K.G. Russell
Instantiates
Publication
Note
"A Chapman & Hall Book"
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Generalized Linear Models -- Background Material -- The Theory Underlying Design -- The Binomial Distribution -- The Poisson Distribution -- Several Other Distributions -- Bayesian experimental design
Control code
on1060180217
Dimensions
24 cm.
Extent
xiii, 255 pages
Isbn
9781498773133
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1060180217
Label
Design of experiments for generalized linear models, K.G. Russell
Publication
Note
"A Chapman & Hall Book"
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Generalized Linear Models -- Background Material -- The Theory Underlying Design -- The Binomial Distribution -- The Poisson Distribution -- Several Other Distributions -- Bayesian experimental design
Control code
on1060180217
Dimensions
24 cm.
Extent
xiii, 255 pages
Isbn
9781498773133
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1060180217

Library Locations

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