Books+ Search Results

Fundamentals of predictive analytics with JMP

Title
Fundamentals of predictive analytics with JMP / Ron Klimberg and B.D. McCullough.
ISBN
9781612906232
1612906230
1612904254
9781612904252
1612904254
9781612904252
Published
Cary, NC : SAS Institute, 2013.
Physical Description
1 online resource (xvi, 274 pages) : illustrations
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
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.
Variant and related titles
O'Reilly Safari. OCLC KB.
Other formats
Print version: Klimberg, Ron. Fundamentals of predictive analytics with JMP / Ron Klimberg and B.D. McCullough. Cary, NC : SAS Institute, 2013
Format
Books / Online
Language
English
Added to Catalog
January 10, 2020
Bibliography
Includes bibliographical references and index.
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.
Also listed under
McCullough, B. D.
Safari Books Online (Firm)
SAS Institute.
Citation

Available from:

Online
Loading holdings.
Unable to load. Retry?
Loading holdings...
Unable to load. Retry?