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)

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
Author
Author
Subject
Language
  • eng
  • 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
http://library.link/vocab/creatorName
Kateri, Maria
Dewey number
519.5
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
Bt3gZu-oH5I
Image bit depth
0
Language note
English
LC call number
QA276-280
Literary form
non fiction
Series statement
Statistics for Industry and Technology,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics
  • Mathematics
  • Statistical Theory and Methods
  • Statistics for Social Sciences, Humanities, Law
  • Statistics for Life Sciences, Medicine, Health Sciences
  • Statistics and Computing/Statistics Programs
  • Applications of Mathematics
Label
Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
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
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (XVII, 304 p. 21 illus., 8 illus. in color.)
File format
multiple file formats
Form of item
online
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
  • (CKB)3710000000119053
  • (Springer)9780817648114
  • (MH)014079046-2
  • (SSID)ssj0001241572
  • (PQKBManifestationID)11704825
  • (PQKBTitleCode)TC0001241572
  • (PQKBWorkID)11230222
  • (PQKB)10642378
  • (DE-He213)978-0-8176-4811-4
  • (EXLCZ)993710000000119053
Label
Contingency Table Analysis : Methods and Implementation Using R, by Maria Kateri, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
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
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (XVII, 304 p. 21 illus., 8 illus. in color.)
File format
multiple file formats
Form of item
online
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
  • (CKB)3710000000119053
  • (Springer)9780817648114
  • (MH)014079046-2
  • (SSID)ssj0001241572
  • (PQKBManifestationID)11704825
  • (PQKBTitleCode)TC0001241572
  • (PQKBWorkID)11230222
  • (PQKB)10642378
  • (DE-He213)978-0-8176-4811-4
  • (EXLCZ)993710000000119053

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