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Linear regression analysis with JMP and R /

Bibliographic Details
Main Authors: Silvestrini, Rachel T. (Author), Burke, Sarah E. (Sarah Ellen), 1989- (Author)
Format: Book
Language:English
Published: Milwaukee : ASQ Quality Press, [2018]
Subjects:
JMP (Computer file)
Regression analysis > Textbooks.
R (Computer program language)
Table of Contents:
  • Introduction to Linear Regression Analysis
  • Data Collection and Cleaning
  • Data Visualization
  • Model Fitting and Inference
  • Model Prediction and Inference
  • Model Diagnostics
  • Remedial Measures
  • Model Selection Techniques
  • Model Validation
  • Case Studies and Conclusions
  • Appendix A. R Code Guide
  • Appendix B. R Code for Residual Variance Visualization.