A user's guide to business analytics / Ayanendranath Basu, Indian Statistical Institute, Kolkata, India, Srabashi Basu, Bridge School of Management, Gurgaon, India & World Campus Instructor, The Pennsylvania State University, USA.

Bibliographic Details
Main Authors: Basu, Ayanendranath (Author)
Basu, Srabashi (Author)
Language:English
Published: Boca, FL : CRC Press is an imprint of the Taylor & Francis Group, 2016.
Subjects:
Commercial statistics.
R (Computer program language)
Data mining.
Physical Description:xvi, 284 pages : illustrations ; 24 cm
Format: Book
Contents:
  • 1. What is analytics?
  • 2. Introducing R--an analytics software
  • 3. Reporting data
  • 4. Statistical graphics and visual analytics
  • 5. Probability
  • 6. Random variables and probability distributions
  • 7. Continuous random variables
  • 8. Statistical inference
  • 9. Regression for predictive model building
  • 10. Decision trees
  • 11. Data mining and multivariate methods
  • 12. Modeling time series data for forecasting
  • References
  • Index.