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The Resource Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)

Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)

Creator
Author
Contributor
Summary
Combining theory and applications, this book presents models and methods for the analysis of two- and multi-dimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practical usefulness is demonstrated. Throughout, practical guidance for using R is provided along with a comprehensive R-functions web-appendix. Contingency tables arise in diverse fields, including the life, pedagogic, social and political sciences. They also play a prominent role in market research and opinion surveys. The analysis of contingency tables can provide insight into essential structures, relevant quantities and their interactions, and thus leads to improved decision-making. Special features include: · A motivating example for each topic · Applications and implementations in R for all models discussed · Emphasis on association and symmetry models · Extensive bibliography · Up-to-date supplementary material available on the author's website An excellent reference for graduate students, researchers, and practitioners in statistics as well as in the biosciences and social sciences, Contingency Table Analysis may also be used as a supplementary textbook for courses on categorical data analysis with emphasis on special models for ordinal data. Prerequisites include basic background knowledge of statistical inference
Language
eng
Work
Publication
Extent
XVII, 304 pages 21 illustrations, 8 illustrations in color.
Contents
  • Preface
  • Introduction
  • Analysis of Two-Way Tables
  • Analysis of Multi-Way Tables
  • Log-Linear Models
  • Generalized Linear Models and Extensions
  • Association Models
  • More on Association Models and Related Methods
  • Response Variable Analysis in Contingency Tables
  • Analysis of Square Tables
  • Further Topics
Isbn
9780817648114
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-0-8176-4811-4
Instance
Label
Contingency Table Analysis : Methods and Implementation Using R
Title
Contingency Table Analysis
Title remainder
Methods and Implementation Using R
Statement of responsibility
by Maria Kateri
Creator
Contributor
Author
Subject
Language
eng
Summary
Combining theory and applications, this book presents models and methods for the analysis of two- and multi-dimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practical usefulness is demonstrated. Throughout, practical guidance for using R is provided along with a comprehensive R-functions web-appendix. Contingency tables arise in diverse fields, including the life, pedagogic, social and political sciences. They also play a prominent role in market research and opinion surveys. The analysis of contingency tables can provide insight into essential structures, relevant quantities and their interactions, and thus leads to improved decision-making. Special features include: · A motivating example for each topic · Applications and implementations in R for all models discussed · Emphasis on association and symmetry models · Extensive bibliography · Up-to-date supplementary material available on the author's website An excellent reference for graduate students, researchers, and practitioners in statistics as well as in the biosciences and social sciences, Contingency Table Analysis may also be used as a supplementary textbook for courses on categorical data analysis with emphasis on special models for ordinal data. Prerequisites include basic background knowledge of statistical inference
Member of
Cataloging source
IT-FiEUI
http://library.link/vocab/creatorName
Kateri, Maria
Image bit depth
0
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink (Online service)
Series statement
  • Statistics for Industry and Technology
  • Springer eBooks
http://library.link/vocab/subjectName
  • Statistics
  • Mathematics
  • Mathematical statistics
Label
Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-0-8176-4811-4
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Preface -- Introduction -- Analysis of Two-Way Tables -- Analysis of Multi-Way Tables -- Log-Linear Models -- Generalized Linear Models and Extensions -- Association Models -- More on Association Models and Related Methods -- Response Variable Analysis in Contingency Tables -- Analysis of Square Tables -- Further Topics
Control code
978-0-8176-4811-4
Dimensions
unknown
Extent
XVII, 304 pages 21 illustrations, 8 illustrations in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780817648114
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-0-8176-4811-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1048155829
Label
Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-0-8176-4811-4
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Preface -- Introduction -- Analysis of Two-Way Tables -- Analysis of Multi-Way Tables -- Log-Linear Models -- Generalized Linear Models and Extensions -- Association Models -- More on Association Models and Related Methods -- Response Variable Analysis in Contingency Tables -- Analysis of Square Tables -- Further Topics
Control code
978-0-8176-4811-4
Dimensions
unknown
Extent
XVII, 304 pages 21 illustrations, 8 illustrations in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780817648114
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-0-8176-4811-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1048155829

Subject

Member of

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