Case Studies
STATISTICA Data Miner in the Telecommunication Industry: The German consulting company argonauten360° uses STATISTICA Data Miner to develop effective Product portfolios custom-tailored to their customers
Overview
Analytics & Modeling - Data Mining Analytics & Modeling - Predictive Analytics | |
Professional Service Telecommunications | |
Business Operation Sales & Marketing | |
Demand Planning & Forecasting | |
Software Design & Engineering Services System Integration | |
Operational Impact
The Call-by-Call provider can now predict demand for airtime with much greater accuracy in a highly price-sensitive and competitive market. | |
The provider enjoys a key competitive advantage by offering the 'correct' rates based on accurate demand forecasting. | |
The system was installed as a complete turn-key solution, requiring no additional analytic know-how from the provider. | |
Quantitative Benefit
The accuracy of prognoses improved significantly, cutting the error rate in half. | |
The analysis was based on data describing minute-by-minute phone traffic over a one-year period. | |
20 ensembles of models were estimated, each consisting of several regression functions and a self-learning ARIMA component. | |