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Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar,

879 ₴

  • В наявності
  • Код: sku255041
Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar,
Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar,В наявності
879 ₴
+380 (66) 541-32-88
+380 (66) 541-32-88
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Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar, Pallavi Vijay Chavan купити книгу в Українії

Обкладинка - м"яка

Рік видання - 2025

Кількість сторінок - 196

Папір - білий, офсет

Про книгу Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar, Pallavi Vijay Chavan

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 Learn

  • Understand modeling, estimating, and evaluating models for forecasting
  • Implement Partial F-Test and Variable Selection Method
  • Demonstrate each analysis model in R Studio and SAS
  • Understand SLR and MLR Analysis models

Who This Book Is For

Students and professionals in the field of data analysis and intelligence applications

Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation, Ramchandra S Mangrulkar, Pallavi Vijay Chavan

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Характеристики
Основні
ВиробникSas
Користувальницькі характеристики
Друкчорно-білий
МоваEnglish
Папірбілий, офсет
Станнова книга
Інформація для замовлення
  • Ціна: 879 ₴