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Marketing Mix Modeling/Evidence
Method evidence record

Marketing Mix Modeling

Marketing Mix Modeling (MMM) is an econometric methodology for estimating the impact of various marketing activities (advertising, pricing, promotions, distribution) on sales or other business outcomes. Developed through work by Hanssens, Parsons, and Schultz, MMM integrates time-series data on marketing spend, sales, and market factors to quantify the return on investment for each marketing channel and inform budget allocation decisions.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Marketing Mix Modeling (MMM)
Taxonomic method record · process-pipeline / marketing
  • Hanssens, D. M., Parsons, L. J., & Schultz, R. L. (2001). Market Response Models: Econometric and Time Series Analyses (2nd ed.). Kluwer Academic Publishers. · ISBN 978-0792372158
  • Naik, P. A., Raman, K., & Winer, R. S. (2005). Planning Marketing-Mix Strategies in the Presence of Interaction Effects. Marketing Science, 24(1), 25-34. · DOI 10.1287/mksc.1040.0083
  • Madigan, D. (2012). Bayesian Methods for Complex Data. Annual Review of Statistics and Its Applications, 1(1), 1-30. · URL
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyAdvertising Effectiveness Studymachine-suggested · Relational suggestion, not evidence.Same method familyBrand Equity Measurementmachine-suggested · Relational suggestion, not evidence.Same method familyCustomer Lifetime Valuemachine-suggested · Relational suggestion, not evidence.Same method familyMarket Segmentation Analysismachine-suggested · Relational suggestion, not evidence.Same method familyWillingness-to-Pay Estimationmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

3 recorded citations, copied from the method source record.

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