What are the minimum samples sizes needed per cell


Background
X.com marketing director has consulted with a few agencies and discussed potential impact of building a few landing pages to maximize engagement, registrations and net sales on the retail website.

You were hired as a consultant to help the director make a decision.

The marketing manager decided to test 4 landing pages:

A - "On Sale" products without an offer

B - "On Sale" products with a strong offer: 30% off

C - Hot New Merchandise: New Arrivals with an offer 20% off

D - Hot New Merchandise: New Arrivals without an offer

E (Control) - Current frontpage

Assumptions:

1) All landing pages include registration bottom

2) All landing pages have a similar creative design

3) Average order revenue = $125

4) Landing page subsequent click rate off the current frontpage = 1.4%, and in external media we don't mention any promotions or discounts.

5) COGS = 30% of Gross Revenue

6) Production cost of 1 landing page = $3000

Definitions:

- Engagement is defined as number of pages per visit.

- Registrations are defined as number of visitors who registered but not purchased.

- Net Sales is total revenue minus ( COGS, total offer costs and promotion costs).

Test Strategy, design and implementation

Please layout a test plans with all relevant:

- Marketing objectives

- The profit drivers

- Detailed test design: what do we test, how do we test?

- Test administration and implementation

- Organizational coordination and collaboration

- Data collection

- Proforma P&L

- Measurement methodology , statistical testing (show at least 4 tests)

- Key findings and recommendations

Questions/Deliverables: Write a test design including the following sections:

- Marketing objectives

- The profit drivers: Clearly define what are the KPIs

- Detailed test design: what do we test, how do we test?

o Hypotheses testing: write at least 4 H0/H1 pairs

- Test administration and implementation:

o Determine at 95% confidence internal

o What are the minimum samples sizes needed per cell?

o Please provide start and end dates for the testing

- Organizational coordination and collaboration

o Who does what?

o What are the steps from planning to execution?

o Time frames

- Data collection

o What data do we collect?

o Who collect the data

o When does it delivered for analysis

- Proforma P&L

o Please develop a Proforma P&L to assess the viability and test priorities

- Primary and Secondary KPIs

Attachment:- PART 1.rar

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