Expert Points of View

Original thinking from M-Squared experts and members of the Collective on attribution, measurement, and decision-making in complex marketing environments.

Contributing experts
Madan Bharadwaj
Madan Bharadwaj
Advanced Attribution Expert
Katie Reed
Katie Reed
Fractional CMO, Consultant
Sable M.
Sable M.
Executive Leader in Marketing Analytics
Shivank Pant
Shivank Pant
Product Manager
Bharathi Kannamma
Bharathi Kannamma
Data Science- COE Lead
Abdul Rahman
Abdul Rahman
Product & Engineering Lead
Ken Sheehan
Ken Sheehan
Geographic Information Systems Expert
Shriram Pradeep
Shriram Pradeep
Data Science- COE Lead

Perspectives

Case Study: Reviving Revenue Through Optimal Contact Strategies and CRM Experimentation for RBX Active

Case Study: Reviving Revenue Through Optimal Contact Strategies and CRM Experimentation for RBX Active

arun-rajagopalan
Getting to the Root of Media Effectiveness: An Advanced Attribution Case Study with Jefferson Dental & Orthodontics

Getting to the Root of Media Effectiveness: An Advanced Attribution Case Study with Jefferson Dental & Orthodontics

keary-phillips
Managing profitable growth for a portfolio of brands: How Garden’s Alive is governing their media mix with advanced attribution

Managing profitable growth for a portfolio of brands: How Garden’s Alive is governing their media mix with advanced attribution

abraham-kurien
Marketing Mix Modeling - A Modern Case Study: Beyond Meat

Marketing Mix Modeling - A Modern Case Study: Beyond Meat

keary-phillips
How effective is your investment in Facebook really, and how can you  optimize spend?

How effective is your investment in Facebook really, and how can you optimize spend?

neil-desai
Incrementality testing unlocks upper funnel branding investments for Study.com

Incrementality testing unlocks upper funnel branding investments for Study.com

liz-buderus