The Fundamentals of Predictive Analytics With Jmp 1st Edition is written by author Phd Ron Klimberg,B. D. McCullough and published by SAS Institute in 2016. It has an ISBN-13 is 9781629598567. This is a great textbook that is now available in PDF format so you can download it, get instant access on any device, both online and offline.
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Written for students in undergraduate and graduate statistics courses, as well as for the practitioner who wants to make better decisions from data and models, this updated and expanded second edition of Fundamentals of Predictive Analytics with JMP(r) bridges the gap between courses on basic statistics, which focus on univariate and bivariate analysis, and courses on data mining and predictive analytics. Going beyond the theoretical foundation, this book gives you the technical knowledge and problem-solving skills that you need to perform real-world multivariate data analysis. First, this book teaches you to recognize when it is appropriate to use a tool, what variables and data are required, and what the results might be. Second, it teaches you how to interpret the results and then, step-by-step, how and where to perform and evaluate the analysis in JMP(r). Using JMP(r) 13 and JMP(r) 13 Pro, this book offers the following new and enhanced features in an example-driven format: an add-in for Microsoft Excel Graph Builder dirty data visualization regression ANOVA logistic regression principal component analysis LASSO elastic net cluster analysis decision trees k-nearest neighbors neural networks bootstrap forests boosted trees text mining association rules model comparison With today’s emphasis on business intelligence, business analytics, and predictive analytics, this second edition is invaluable to anyone who needs to expand his or her knowledge of statistics and to apply real-world, problem-solving analysis. This book is part of the SAS Press progr
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PDF eBook details:
- Full title: Fundamentals of Predictive Analytics With Jmp, 1st Edition
- Copyright Year: 2016
- ISBN: 9781629598567
- Publisher: SAS Institute
- Author: Phd Ron Klimberg,B. D. McCullough
- File type: PDF
- File Size: 18.4 Mb