Coverart for item
The Resource Biostatistics with R : an introduction to statistics through biological data, Babak Shahbaba

Biostatistics with R : an introduction to statistics through biological data, Babak Shahbaba

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
Babak Shahbaba
Creator
Subject
Language
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
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Shahbaba, Babak
Dewey number
570.1/5195
Index
index present
LC call number
QH323.5
LC item number
.S53 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
Series statement
Use R!
http://library.link/vocab/subjectName
  • Biometry
  • R (Computer program language)
  • Biostatistics
  • Programming Languages
  • NATURE
  • SCIENCE
  • SCIENCE
  • Biometry
  • R (Computer program language)
  • Biologie
  • Datenanalyse
  • R
Label
Biostatistics with R : an introduction to statistics through biological data, Babak Shahbaba
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 347-348) 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 -- 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
Control code
769443162
Dimensions
unknown
Extent
1 online resource (xvi, 352 pages).
File format
unknown
Form of item
online
Isbn
9781461413028
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1302-8
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)769443162
Label
Biostatistics with R : an introduction to statistics through biological data, Babak Shahbaba
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 347-348) 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 -- 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
Control code
769443162
Dimensions
unknown
Extent
1 online resource (xvi, 352 pages).
File format
unknown
Form of item
online
Isbn
9781461413028
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1302-8
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)769443162

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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