eBook - ePub

Fundamentals of Predictive Analytics with JMP, Third Edition

Name: Fundamentals of Predictive Analytics with JMP, Third Edition
Author: Ron Klimberg

Ron Klimberg,

494 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Fundamentals of Predictive Analytics with JMP, Third Edition

Ron Klimberg,

About this book

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.

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Yes, you can access Fundamentals of Predictive Analytics with JMP, Third Edition by Ron Klimberg in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.