The Resource Behavioral Research Data Analysis with R, by Yuelin Li, Jonathan Baron, (electronic resource)

Behavioral Research Data Analysis with R, by Yuelin Li, Jonathan Baron, (electronic resource)

Label
Behavioral Research Data Analysis with R
Title
Behavioral Research Data Analysis with R
Statement of responsibility
by Yuelin Li, Jonathan Baron
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • 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
http://library.link/vocab/creatorName
Li, Yuelin
Dewey number
519.50285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • cEHPOQgxGa4
  • CjjmA3mL3cU
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Baron, Jonathan.
Series statement
Use R!,
http://library.link/vocab/subjectName
  • Statistics
  • Statistics for Social Sciences, Humanities, Law
Label
Behavioral Research Data Analysis with R, by Yuelin Li, Jonathan Baron, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1.
Extent
1 online resource (246 p.)
Form of item
online
Isbn
9781283444484
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-1238-0
Specific material designation
remote
System control number
  • (CKB)2550000000074705
  • (EBL)884219
  • (OCoLC)768111056
  • (SSID)ssj0000609239
  • (PQKBManifestationID)11372749
  • (PQKBTitleCode)TC0000609239
  • (PQKBWorkID)10619083
  • (PQKB)10225541
  • (DE-He213)978-1-4614-1238-0
  • (MiAaPQ)EBC884219
  • (EXLCZ)992550000000074705
Label
Behavioral Research Data Analysis with R, by Yuelin Li, Jonathan Baron, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1.
Extent
1 online resource (246 p.)
Form of item
online
Isbn
9781283444484
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-1238-0
Specific material designation
remote
System control number
  • (CKB)2550000000074705
  • (EBL)884219
  • (OCoLC)768111056
  • (SSID)ssj0000609239
  • (PQKBManifestationID)11372749
  • (PQKBTitleCode)TC0000609239
  • (PQKBWorkID)10619083
  • (PQKB)10225541
  • (DE-He213)978-1-4614-1238-0
  • (MiAaPQ)EBC884219
  • (EXLCZ)992550000000074705

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