The Resource Biostatistics with R : An Introduction to Statistics Through Biological Data, by Babak Shahbaba, (electronic resource)

Biostatistics with R : An Introduction to Statistics Through Biological Data, by Babak Shahbaba, (electronic resource)

Label
Biostatistics with R : An Introduction to Statistics Through Biological Data
Title
Biostatistics with R
Title remainder
An Introduction to Statistics Through Biological Data
Statement of responsibility
by Babak Shahbaba
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation. The book explains basic statistical concepts with a simple yet rigorous language. The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided. Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander. A novel feature of this book is an elementary introduction to the basic of Bayesian analysis. This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools. The book is ideal for instructors of basic statistics for biologists and other health scientists. The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text.
Member of
http://library.link/vocab/creatorName
Shahbaba, Babak
Dewey number
  • 570.1/5195
  • 570.15195
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
-LspRcjKGPY
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Use R!,
http://library.link/vocab/subjectName
  • Statistics
  • Statistics for Life Sciences, Medicine, Health Sciences
Label
Biostatistics with R : An Introduction to Statistics Through Biological Data, by Babak Shahbaba, (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 -- Data Exploration -- Exploring Relationships -- Probability -- Random Variables and Probability Distribtions -- Estimation -- Hypothesis Testing -- Testing a Hypothesis on the Relatinoship Between Two Variables -- Analysis of Variance -- Analysis of Categorial Variables -- Regression Analysis -- Clustering -- Bayesian Analysis
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (354 p.)
Form of item
online
Isbn
9786613444493
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-1302-8
Specific material designation
remote
System control number
  • (CKB)2550000000075777
  • (EBL)884234
  • (OCoLC)769443162
  • (SSID)ssj0000609256
  • (PQKBManifestationID)11372210
  • (PQKBTitleCode)TC0000609256
  • (PQKBWorkID)10609818
  • (PQKB)11523400
  • (DE-He213)978-1-4614-1302-8
  • (MiAaPQ)EBC884234
  • (EXLCZ)992550000000075777
Label
Biostatistics with R : An Introduction to Statistics Through Biological Data, by Babak Shahbaba, (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 -- Data Exploration -- Exploring Relationships -- Probability -- Random Variables and Probability Distribtions -- Estimation -- Hypothesis Testing -- Testing a Hypothesis on the Relatinoship Between Two Variables -- Analysis of Variance -- Analysis of Categorial Variables -- Regression Analysis -- Clustering -- Bayesian Analysis
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (354 p.)
Form of item
online
Isbn
9786613444493
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-1302-8
Specific material designation
remote
System control number
  • (CKB)2550000000075777
  • (EBL)884234
  • (OCoLC)769443162
  • (SSID)ssj0000609256
  • (PQKBManifestationID)11372210
  • (PQKBTitleCode)TC0000609256
  • (PQKBWorkID)10609818
  • (PQKB)11523400
  • (DE-He213)978-1-4614-1302-8
  • (MiAaPQ)EBC884234
  • (EXLCZ)992550000000075777

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