Cover Image

Foundations of predictive analytics /

Bibliographic Details
Main Author: Wu, James, 1965-
Corporate Author: ebrary, Inc
Other Authors: Coggeshall, Stephen
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, [2012]
Series:Chapman & Hall/CRC data mining and knowledge discovery series.
Subjects:
Data mining.
Predictive control > Mathematical models.
Automatic control.
Data Mining.
Forecasting.
Models, Theoretical.
Automatic Data Processing.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Introduction
  • 2. Properties of statistical distributions
  • 3. Important matrix relationships
  • 4. Linear modeling and regression
  • 5. Nonlinear modeling
  • 6. Time series analysis
  • 7. Data preparation and variable selection
  • 8. Model goodness measures
  • 9. Optimization methods
  • 10. Miscellaneous topics.