Coverart for item
The Resource Statistics : methods and applications : a comprehensive reference for science, industry, and data mining, Thomas Hill, Pawel Lewicki

Statistics : methods and applications : a comprehensive reference for science, industry, and data mining, Thomas Hill, Pawel Lewicki

Label
Statistics : methods and applications : a comprehensive reference for science, industry, and data mining
Title
Statistics
Title remainder
methods and applications : a comprehensive reference for science, industry, and data mining
Statement of responsibility
Thomas Hill, Pawel Lewicki
Creator
Contributor
Subject
Language
eng
Cataloging source
IT-FiEUI
http://library.link/vocab/creatorDate
1948-
http://library.link/vocab/creatorName
Hill, Thomas
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Lewicki, Paweł
http://library.link/vocab/subjectName
  • Commercial statistics
  • Statistics
Label
Statistics : methods and applications : a comprehensive reference for science, industry, and data mining, Thomas Hill, Pawel Lewicki
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Elementary concepts in statistics -- Basic statistics and tables -- ANOVA/MANOVA -- Association rules -- Boosting trees -- Canonical analysis -- CHAID analysis -- Classification and regression trees (CART) -- Classification trees -- Cluster analysis -- Correspondence analysis -- Data mining techniques -- Discriminant function analysis -- Distribution fitting -- Experimental design (Industrial DOE) -- Factor analysis and principal components -- General discrimination analysis (GDA) -- General linear models (GLM) -- General regression models (GRM) -- Generalized additive models (GAM) -- Generalized linear/nonlinear models (GLZ) -- Log linear analysis of frequency tables -- Machine learning -- Multivariate adaptive regression splines (MARSplines) -- Multidimensional scaling (MDS) -- Multiple linear regression -- Neural networks -- Nonlinear estimation -- Nonparametric statistics -- Partial least squares (PLS) -- Power analysis -- Process analysis -- Quality control charts -- Reliabilty/item analysis -- Structural equation modeling -- Survival/failure time analysis -- Text mining -- Time series/forecasting -- Variance components and mixed model ANOVA/ANCOVA
Control code
FIEb13478722
Dimensions
23 cm.
Extent
xvi, 832 pages
Isbn
9781884233593
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)65466186
Label
Statistics : methods and applications : a comprehensive reference for science, industry, and data mining, Thomas Hill, Pawel Lewicki
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Elementary concepts in statistics -- Basic statistics and tables -- ANOVA/MANOVA -- Association rules -- Boosting trees -- Canonical analysis -- CHAID analysis -- Classification and regression trees (CART) -- Classification trees -- Cluster analysis -- Correspondence analysis -- Data mining techniques -- Discriminant function analysis -- Distribution fitting -- Experimental design (Industrial DOE) -- Factor analysis and principal components -- General discrimination analysis (GDA) -- General linear models (GLM) -- General regression models (GRM) -- Generalized additive models (GAM) -- Generalized linear/nonlinear models (GLZ) -- Log linear analysis of frequency tables -- Machine learning -- Multivariate adaptive regression splines (MARSplines) -- Multidimensional scaling (MDS) -- Multiple linear regression -- Neural networks -- Nonlinear estimation -- Nonparametric statistics -- Partial least squares (PLS) -- Power analysis -- Process analysis -- Quality control charts -- Reliabilty/item analysis -- Structural equation modeling -- Survival/failure time analysis -- Text mining -- Time series/forecasting -- Variance components and mixed model ANOVA/ANCOVA
Control code
FIEb13478722
Dimensions
23 cm.
Extent
xvi, 832 pages
Isbn
9781884233593
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)65466186

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