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)
Resource Information
The item Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.This item is available to borrow from 1 library branch.
Resource Information
The item Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.
This item is available to borrow from 1 library branch.
- 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
- 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
- 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
- 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
- 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)
- 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)
- 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
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.eui.eu/portal/Contingency-Table-Analysis--Methods-and/h7Vkku9lIo0/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.eui.eu/portal/Contingency-Table-Analysis--Methods-and/h7Vkku9lIo0/">Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.eui.eu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.eui.eu/">European University Institute</a></span></span></span></span></div>