Imagine you are the data scientist in charge of the marketing and advertising sector of your organization. The head of marketing is eager to explore several new advertising avenues, including:
- YouTube advertisements
- Google search promotions
- Facebook marketing
- Direct mail initiatives
How would you structure an A/B test to ensure the marketing budget is utilized as efficiently as possible across these new channels?