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Using classification and regression trees : a practical primer /

Bibliographic Details
Main Author: Ma, Xin, 1963- (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Charlotte, NC : Information Age Publishing, Inc., [2018]
Subjects:
Regression analysis.
Trees (Graph theory)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Preface
  • Introduction
  • Statistical principles of CART
  • Basic techniques of CART
  • Issues in CART analysis
  • Applications of CART
  • Advanced techniques of CART
  • References
  • appendix A. Functionally equivalent binary tree
  • appendix B. Common cart software programs
  • appendix C. SPSS decision tree syntax
  • appendix D. SPSS decision tree output
  • appendix E. SPSS decision tree syntax using costs and profits
  • appendix F. SPSS decision tree syntax using priors
  • appendix G. SPSS decision tree syntax for drinking and smoking data
  • appendix H. SPSS decision tree syntax for mental health and physical health data
  • appendix I. SPSS decision tree syntax for CART produce for meta-analysis.