Advertisingstate estimation over time-varying parametersestablished in academic literature but less common in aggregate mmm practice.

Estimate time-varying coefficient MMMs for changing advertising effectiveness

Let the impact of advertising change over time instead of assuming the same effect every week or month.

10.0

Quality
Score

Executive Brief

Business Problem Solved

Premium content - unlock to see the business problem analysis...

Value Drivers

Value Driver 1Value Driver 2

Strategic Moat

Premium content - unlock to see strategic analysis...

Premium Access

Full Analysis Available

Executive brief, technical architecture, and market positioning for this use case.

Advertising — $499/yr Atlas Pro — $1,499/yr

Executive Brief•Technical•Market Signal

Technical Analysis

Model Strategy

Premium content...

Data Strategy

Premium content...

Implementation Complexity

Premium content...

Scalability Bottleneck

Premium content...

Premium Access

Full Analysis Available

Executive brief, technical architecture, and market positioning for this use case.

Advertising — $499/yr Atlas Pro — $1,499/yr

Executive Brief•Technical•Market Signal

Market Signal

Adoption Stage

Premium content...

Differentiation Factor

Premium content...

Key Competitors

Company ACompany B

Premium Access

Full Analysis Available

Executive brief, technical architecture, and market positioning for this use case.

Advertising — $499/yr Atlas Pro — $1,499/yr

Executive Brief•Technical•Market Signal

Part of Application

TrendLift

4 use cases in this application

Explore More

More in Advertising→More state estimation over time-varying parameters→

Source

https://arxiv.org/html/2408.07678v1