Evolution of MMO. Part 1: MMO through Years
Accenture is one of the leading global consulting firms, providing a wide range of services and solutions across over 40 industries and various business functions in more than 120 countries. The company combines business and technology to improve its clients’ performance. In one of their articles they cover the development of Marketing Mix Modeling (MMM) and Optimization through years including the latest techniques and implementation of granular data in MMM. This article is a summary of how Marketing Mix Optimization has changed over the last 40-30 years becoming more effective with every innovation, but there are still some limitations to this approach. Promotion is vital for a business’s success, and MMO helps to make sure that different media channels are used in the most effective way by creating a statistical model and analyzing its results to ensure optimal budget allocation. The following three stages of MMO evoludion will be covered: Similar Linear Regression Mixed Model State Space Model The article is presented as a case study of a toy manufacturer, ToyCo, which has a $100 million media budget. The manufacturer wants to understand what portion of its sales can be attributed to advertising and which channels have the most impact on… Read more »