Fundamentals of Predictive Analytics with JMP, Third Edition (ePub)

Name: Fundamentals of Predictive Analytics with JMP, Third Edition
Brand: SAS Institute
SKU: 147947015
Price: 97.90 CHF
Availability: OnlineOnly

(Sprache: Englisch)

Autor: Ron Klimberg

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Fundamentals of Predictive Analytics with JMP, Third Edition, Ron Klimberg

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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 third edition of 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 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.

Using JMP 17, this book discusses 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
time series forecasting

With a new, expansive chapter on time series forecasting and more exercises to test your skills, this third edition is invaluable to those who need to expand their knowledge of statistics and apply real-world, problem-solving analysis.

Autoren-Porträt von Ron Klimberg

Ron Klimberg, PhD, is a professor at the Haub School of Business at Saint Joseph's University in Philadelphia, PA. Before joining the faculty in 1997, he was a professor at Boston University, an operations research analyst at the U.S. Food and Drug Administration, and an independent consultant. His current primary interests include multiple criteria decision making, data envelopment analysis, data visualization, data mining, and modeling in general. Klimberg was the 2007 recipient of the Tengelmann Award for excellence in scholarship, teaching, and research. He received his PhD from Johns Hopkins University and his MS from George Washington University.

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Autor: Ron Klimberg
2023, 494 Seiten, Englisch
Verlag: SAS Institute
ISBN-10: 1685800017
ISBN-13: 9781685800017
Erscheinungsdatum: 18.04.2023

Abhängig von Bildschirmgrösse und eingestellter Schriftgrösse kann die Seitenzahl auf Ihrem Lesegerät variieren.

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Dateiformat: ePub
Grösse: 18 MB
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