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Statistical Application Development with R and Python Cover

Statistical Application Development with R and Python

Develop applications using data processing, statistical models, and CART

Publisher:Packt Publishing Limited
Paid access
|Jan 2025
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Table of contents

Table of Contents

  1. DATA CHARACTERISTICS
  2. IMPORT/EXPORT DATA
  3. DATA VISUALIZATION
  4. EXPLORATORY ANALYSIS
  5. STATISTICAL INFERENCE
  6. LINEAR REGRESSION ANALYSIS
  7. THE LOGISTIC REGRESSION MODEL
  8. REGRESSION MODELS WITH REGULARIZATION
  9. CLASSIFICATION AND REGRESSION TREES
  10. CART AND BEYOND
PDF ISBN: 978-1-78862-226-4
Publisher: Packt Publishing Limited
Copyright owner: © 2017 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 432
Related subjects:
Computer sciences,
Computer sciences, other

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