Coverart for item
The Resource Behavioral research data analysis with R, Yuelin Li, Jonathan Baron

Behavioral research data analysis with R, Yuelin Li, Jonathan Baron

Label
Behavioral research data analysis with R
Title
Behavioral research data analysis with R
Statement of responsibility
Yuelin Li, Jonathan Baron
Creator
Contributor
Subject
Language
eng
Summary
This book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. The authors aim primarily to help practitioners of behavioral research make the transition to R. The focus is to provide practical advice on some of the widely-used statistical methods in behavioral research, using a set of notes and annotated examples. The book will also help beginners learn more about statistics and behavioral research. These are statistical techniques used by psychologists who do research on human subjects, but of course they are also relevant to researchers in others fields that do similar kinds of research. The authors emphasize practical data analytic skills so that readers can quickly incorporated the data in their own research
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Li, Yuelin
Dewey number
519.50285
Index
index present
LC call number
QA276.45.R3
LC item number
L5 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
http://library.link/vocab/relatedWorkOrContributorDate
1944-
http://library.link/vocab/relatedWorkOrContributorName
Baron, Jonathan
Series statement
Use R!
http://library.link/vocab/subjectName
  • Statistics
  • Statistics
  • R (Computer program language)
  • Statistics as Topic
  • MATHEMATICS
  • MATHEMATICS
  • R (Computer program language)
  • Statistics
  • Statistics
  • Datenanalyse
  • Empirische Forschung
  • Itemanalyse
  • R
  • Regressionsanalyse
  • Verhaltenswissenschaften
Label
Behavioral research data analysis with R, Yuelin Li, Jonathan Baron
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Reading and Transformting Data Format -- Statistics for Comparing Means and Proportions -- R Graphics and Trellis Plots -- Analysis of Variance -- Linear and Logistic Regression -- Statistical Power and Sample Size Considerations -- Item Response Theory -- Imputation of Missing Data -- Linear Mixed Effects Models in Analyzing Repeated Measures Data -- Linear Mixed Effects Models in Cluster Randomized Studies
Control code
768111056
Dimensions
unknown
Extent
1 online resource (xii, 245 pages).
File format
unknown
Form of item
online
Isbn
9781461412380
Lccn
2011937574
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1238-0
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)768111056
Label
Behavioral research data analysis with R, Yuelin Li, Jonathan Baron
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Reading and Transformting Data Format -- Statistics for Comparing Means and Proportions -- R Graphics and Trellis Plots -- Analysis of Variance -- Linear and Logistic Regression -- Statistical Power and Sample Size Considerations -- Item Response Theory -- Imputation of Missing Data -- Linear Mixed Effects Models in Analyzing Repeated Measures Data -- Linear Mixed Effects Models in Cluster Randomized Studies
Control code
768111056
Dimensions
unknown
Extent
1 online resource (xii, 245 pages).
File format
unknown
Form of item
online
Isbn
9781461412380
Lccn
2011937574
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1238-0
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)768111056

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
Processing Feedback ...