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Predictive Analytics with SAS and R
- Core Concepts, Tools, and Implementation
Engelsk Paperback
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Predictive Analytics with SAS and R
- Core Concepts, Tools, and Implementation
Engelsk Paperback

573 kr
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Om denne bog
Gain practical knowledge of application implementation using various programming approaches in predictive analytics. This book serves as a comprehensive guide for both beginners and professionals in the field of predictive analytics, offering core principles and practical insights without requiring an extensive mathematics or statistics background. The book starts with an introduction to analytics in decision making, protective analytics basics, and implementation in various industries. The book then takes you through types of regression, and simple linear regression in detail, followed by a demonstration of R Studio and SAS. Multiple Linear Regression is discussed next along with MLR model diagnostics. The book covers Multivariate Analysis and teaches you how to work with Principal Components Analysis, Factor Analysis, and much more. You also learn Time series Analysis with an understanding of Autoregressive Moving Average (ARMA) Models. After reading the book, you will be able to put predictive analytics principles into practice. What You Will LearnUnderstand modeling, estimating, and evaluating models for forecastingImplement Partial F-Test and Variable Selection MethodDemonstrate each analysis model in R Studio and SASUnderstand SLR and MLR Analysis modelsWho This Book Is ForStudents and professionals in the field of data analysis and intelligence applications
Product detaljer
Sprog:
Engelsk
Sider:
178
ISBN-13:
9798868809040
Indbinding:
Paperback
Udgave:
ISBN-10:
8868809044
Udg. Dato:
28 jan 2025
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Oplagsdato:
28 jan 2025
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