The Resource Analyzing Medical Data Using S-PLUS, by Brian Everitt, Sophia Rabe-Hesketh, (electronic resource)

Analyzing Medical Data Using S-PLUS, by Brian Everitt, Sophia Rabe-Hesketh, (electronic resource)

Label
Analyzing Medical Data Using S-PLUS
Title
Analyzing Medical Data Using S-PLUS
Statement of responsibility
by Brian Everitt, Sophia Rabe-Hesketh
Creator
Contributor
Subject
Genre
Language
eng
Summary
Each chapter will consist of basic statistical theory, simple examples of S-PLUS code, more complex examples of S-PLUS code, and exercises. All data sets will be taken from genuine medical investigations and will be made available, if possible, on a web site. All examples will contain extensive graphical analysis to highlight one of the prime features of S-PLUS. The book would complement Venables and Ripley (VR). However, there is far less about the details of S-PLUS and probably less technical descriptions of techniques. The book concentrates solely on medical data sets trying to demonstrate the flexibility of S-PLUS and its huge advantages, particularly for applied medical statisticians
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Everitt, Brian
Dewey number
519.5
Index
no index present
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Rabe-Hesketh, S
Series statement
Statistics for Biology and Health,
http://library.link/vocab/subjectName
  • Statistics
  • Physiology
  • Mathematical statistics
  • Mathematical statistics
  • Physiology
  • Statistics
Label
Analyzing Medical Data Using S-PLUS, by Brian Everitt, Sophia Rabe-Hesketh, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4757-3285-6
Instantiates
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction to Medical Statistics -- Introduction to S-PLUS -- Simple Data Description and Inference -- Boxplots, Scatterplots, Histograms -- Correlation, Simple Linear Regression and Simple Anova -- Basic Epidemiology, Odds Ratio, Chi-squared Tests, Cross Tabulations -- Simple Analyses of Longitudinal Data -- Multiple Regression/ Robust Regression -- Logistic Regression -- Generalized Linear Model -- More on the Analysis of Longitudinal Data Including Non-linear Models -- Generalized Additive Models -- Tree Regression Models -- Survival Analysis -- Time Series Analysis -- Principal Components and Factor Analysis -- Cluster Analysis -- Discriminant Function and Canonical Correlation Analysis -- Bootstrap/Jackknife -- Spatial Statistics
Dimensions
unknown
Extent
1 online resource (xii, 487 pages).
File format
unknown
Form of item
online
Isbn
9781475732856
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4757-3285-6
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851796306
  • (OCoLC)ocn851796306
Label
Analyzing Medical Data Using S-PLUS, by Brian Everitt, Sophia Rabe-Hesketh, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4757-3285-6
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction to Medical Statistics -- Introduction to S-PLUS -- Simple Data Description and Inference -- Boxplots, Scatterplots, Histograms -- Correlation, Simple Linear Regression and Simple Anova -- Basic Epidemiology, Odds Ratio, Chi-squared Tests, Cross Tabulations -- Simple Analyses of Longitudinal Data -- Multiple Regression/ Robust Regression -- Logistic Regression -- Generalized Linear Model -- More on the Analysis of Longitudinal Data Including Non-linear Models -- Generalized Additive Models -- Tree Regression Models -- Survival Analysis -- Time Series Analysis -- Principal Components and Factor Analysis -- Cluster Analysis -- Discriminant Function and Canonical Correlation Analysis -- Bootstrap/Jackknife -- Spatial Statistics
Dimensions
unknown
Extent
1 online resource (xii, 487 pages).
File format
unknown
Form of item
online
Isbn
9781475732856
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4757-3285-6
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851796306
  • (OCoLC)ocn851796306

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