Coverart for item
The Resource Fundamentals of predictive analytics with JMP, Ron Klimberg and B.D. McCullough

Fundamentals of predictive analytics with JMP, Ron Klimberg and B.D. McCullough

Label
Fundamentals of predictive analytics with JMP
Title
Fundamentals of predictive analytics with JMP
Statement of responsibility
Ron Klimberg and B.D. McCullough
Creator
Contributor
Subject
Language
eng
Summary
"Fundamentals of Predictive Analytics with JMP" bridges the gap between courses on basic statistics, which focus on univariate and bivariate analysis, and courses on data mining/predictive analytics. It provides the technical knowledge and problem-solving skills needed to perform real data multivariate analysis. Utilizing JMP 10 and JMP Pro, the book offers new and enhanced resources, including an add-in to Microsoft Excel, Graph Builder, and data mining capabilities. Written for students in undergraduate and graduate-level statistics courses, this book first teaches students to recognize when it is appropriate to use the tool, to understand what variables and data are required, and to know what the results might be. Second, it teaches them how to interpret the results, followed by step-by-step instructions on how and where to perform and evaluate the analysis in JMP. With the new emphasis on business intelligence, business analytics and predictive analytics, this book is invaluable to everyone who needs to expand their knowledge of statistics and apply real problem-solving analysis
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Klimberg, Ronald K
Dewey number
001.4266
Illustrations
illustrations
Index
index present
LC call number
QA276.3
LC item number
.K55 2013eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • McCullough, B. D
  • SAS Institute
http://library.link/vocab/subjectName
  • Statistics
  • Mathematical statistics
  • Data mining
  • SCIENCE
  • Data mining
  • Mathematical statistics
  • Statistics
Label
Fundamentals of predictive analytics with JMP, Ron Klimberg and B.D. McCullough
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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 -- Statistics review -- Introduction to multivariate data -- Regression and ANOVA review -- Logistic regression -- Principal components analysis -- Cluster analysis -- Decision trees -- Neural networks -- Model comparison -- Telling the statistical story
Control code
851754251
Dimensions
unknown
Extent
1 online resource (xvi, 274 pages)
File format
unknown
Form of item
online
Isbn
9781612906232
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9781612904252
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000266
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851754251
Label
Fundamentals of predictive analytics with JMP, Ron Klimberg and B.D. McCullough
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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 -- Statistics review -- Introduction to multivariate data -- Regression and ANOVA review -- Logistic regression -- Principal components analysis -- Cluster analysis -- Decision trees -- Neural networks -- Model comparison -- Telling the statistical story
Control code
851754251
Dimensions
unknown
Extent
1 online resource (xvi, 274 pages)
File format
unknown
Form of item
online
Isbn
9781612906232
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9781612904252
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000266
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851754251

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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