Advanced Business Analytics Essentials for Developing a Competitive Advantage /

• Κύριοι συγγραφείς: Bhaduri, Saumitra N. (Συγγραφέας), Fogarty, David (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Θέματα: Business.; Leadership.; Management information systems.; Industrial management.; Operations research.; Management science.; Statistics.; Econometrics.; Business and Management.; Business Process Management.; Operations Research, Management Science.; Business Strategy/Leadership.; Statistics for Business/Economics/Mathematical Finance/Insurance.

The present book provides an enterprise-wide guide for anyone interested in pursuing analytic methods in order to compete effectively. It supplements more general texts on statistics and data mining by providing an introduction from leading practitioners in business analytics and real case studies o...

Πίνακας περιεχομένων:

• Chapter 1. Introduction and Overview (by David J Fogarty)
• Chapter 2. Severity of Dormancy Model (SDM): Reckoning the Customers before they Quiescent (by Saumitra N Bhaduri, S Raja Sethu Durai and David J Fogarty)
• Chapter 3. Double Hurdle Model: Not if, but when will Customer Attrite? (by Saumitra N Bhaduri, S Raja Sethu Durai and David J Fogarty)
• Chapter 4. Optimizing the Media Mix- Evaluating the Impact of Advertisement Expenditures of Different Media (by Saumitra N Bhaduri, S Raja Sethu Durai and David J Fogarty)
• Chapter 5. Strategic Retail Marketing through DGP Based Models (by Saumitra N Bhaduri, Anuradha V., S. Raja Sethu Durai and David J Fogarty)
• Chapter 6. Mitigating Sample Selection Bias through Customer Relationship Management (by Saumitra N Bhaduri, Anuradha V. and David J Fogart)
• Chapter 7. Enabling Incremental Gains through Customized Price Optimization (by Saumitra N Bhaduri, Anuradha V. Avanti George and David J Fogarty)
• Chapter 8. Customer Relationship Management (CRM) to Avoid Cannibalization: Analys Through Spend Intensity Model (by Saumitra N Bhaduri, Anuradha V. Avanti George and David J Fogarty)
• Chapter 9. Estimating Price Elasticity with Sparse Data: A Bayesian Approach (by David J Fogarty and Saumitra N Bhaduri)
• Chapter 10. New Methods in Ant Colony Optimization using Multiple Foraging Approach to Increase Stability (by David J Fogarty, Avanti George and Saumitra N Bhaduri)
• Chapter 11. Customer Lifecycle Management – Past, Present and Future (by Avanti George, Saumitra Bhaduri and David J Fogarty).