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A/B Testing

LARGE SAMPLE TEST
for two Landing Page CTAs

This is a hypothetical experiment on two landing page CTAs on a class-booking platform. 

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This frequentist test ran to sample size, achieved significance and used the z-test for two proportions with R.

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SMALL SAMPLE TEST
for two Landing Page Designs

This is a hypothetical experiment on two landing pages for a frozen dessert chain.

 

This frequentist test was cut short, resulting in a small sample and the use of Fisher's Exact Test in R.

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BAYESIAN TEST
for two Instagram Ads

This is a hypothetical experiment on two instagram ads for a scooter company.

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This Bayesian test was performed in Python.​

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Keep in Touch!

Thanks for visiting & I would love to connect!

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Lindsay McFarlane

M.S. Business Analytics | MSBA 

lindsay.alexandra14@gmail.com

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 © 2026 Lindsay McFarlane. All rights reserved.
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