In the modern business landscape, gut feelings are no longer enough. To drive real growth, marketing professionals must master the art of data-driven decision-making. Stephan Sorger’s seminal work, Marketing Analytics: Strategic Models and Metrics , provides the definitive framework for this transition. Google Books The Core Pillars of Sorger’s Marketing Analytics
PDF Link
Typical Strategic Models Covered
- Marketing Mix Modeling (MMM): Aggregated, time-series approach to estimate channel-level contribution to sales while controlling for external factors (seasonality, promotions, macro trends).
- Attribution Models: Heuristic (first/last touch), algorithmic/multi-touch, and data-driven probabilistic models.
- Propensity & Churn Models: Classification models predicting purchase likelihood or attrition to prioritize interventions.
- Price Elasticity and Demand Models: Econometric models to guide pricing and promotion decisions.
- Optimization Models: Linear/nonlinear programming for budget allocation, media scheduling, and assortment optimization.
Some key strategic models and metrics that marketers can use include:
For those looking to dive deeper into these models, Stephan Sorger provides various resources through his official site and academic platforms: Official Course Content:
Metrics are the lifeblood of marketing analytics, providing insights into performance, progress, and areas for improvement. Sorger's book covers a wide range of metrics, including:
Pro Tip: Search your university library’s website for “Sorger Marketing Analytics PDF” — many institutions already have a site license.
Marketing Analytics Strategic Models And Metrics Stephan Sorger Pdf Link (2024)
In the modern business landscape, gut feelings are no longer enough. To drive real growth, marketing professionals must master the art of data-driven decision-making. Stephan Sorger’s seminal work, Marketing Analytics: Strategic Models and Metrics , provides the definitive framework for this transition. Google Books The Core Pillars of Sorger’s Marketing Analytics
PDF Link
Typical Strategic Models Covered
- Marketing Mix Modeling (MMM): Aggregated, time-series approach to estimate channel-level contribution to sales while controlling for external factors (seasonality, promotions, macro trends).
- Attribution Models: Heuristic (first/last touch), algorithmic/multi-touch, and data-driven probabilistic models.
- Propensity & Churn Models: Classification models predicting purchase likelihood or attrition to prioritize interventions.
- Price Elasticity and Demand Models: Econometric models to guide pricing and promotion decisions.
- Optimization Models: Linear/nonlinear programming for budget allocation, media scheduling, and assortment optimization.
Some key strategic models and metrics that marketers can use include:
For those looking to dive deeper into these models, Stephan Sorger provides various resources through his official site and academic platforms: Official Course Content:
Metrics are the lifeblood of marketing analytics, providing insights into performance, progress, and areas for improvement. Sorger's book covers a wide range of metrics, including:
Pro Tip: Search your university library’s website for “Sorger Marketing Analytics PDF” — many institutions already have a site license.
