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Experimentation Concepts & How to Leverage
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MaryKate Guidry
Tonight’s Speaker
Experimentation Concepts
and How to Leverage Them
MaryKate Guidry
Associate Product Manager, Testing & Optimization
8
Ground Rules 9
- Feel free to ask questions as
we go along (or wait, you
choose!)
- Hear something?
Say something!
- Laughing at jokes is
encouraged, but not required
Let’s Start with a Game
Product Recommendations
Product Recommendations 12
Variant A
Image
Product Recommendations 13
Variant B
Image +
Title
Product Recommendations 14
Variant C
Image +
Price
Product Recommendations 15
Variant D
Image +
Attributes
Product Recommendations 16
Variant E
Image +
Title +
Price
Product Recommendations 17
Variant F
Image +
Title +
Attributes
Product Recommendations 18
Variant G
Image +
Title +
Price +
Attributes
Experiment Design
Image
A Image
Price
C Image
Attributes
DImage
Title
B Image
Title
Price
E Image
Title
Price
Attributes
GImage
Title
Attributes
F
Experiment Winner
Variant A
20
Experimentation Types
Experiment Design Types: A/B 22
Experiment Design Types: Multivariate 23
Experiment Design Types: Full Factorial 24
Designing an Experiment
Remember the Scientific Method? 26
Your science fairs and labs of
yore are back!
1. Observation
2. Hypothesis
3. Prediction
4. Experiment
5. Analysis
6. Conclusion
Objective 27
Analytics 28
Qualification & Targeting 29
Variants 30
Timing 31
Sample Sizing 32
33
Statistical Significance 34
Some Parting Thoughts… 35
• Culture of testing
• Find your tribe
• Pre-release testing vs.
optimization of existing site
All Experiments are
Good Experiments
Questions?
Part-time Product Management Courses in
San Francisco, Silicon Valley, Los Angeles
and New York
www.productschool.com

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