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How cognitive biases influence email A/B tests

Martech

Learning to recognize and avoid these biases will help you run more reliable, data-driven testing and generate insights you can use to create more engaging and effective email messages and a stronger program overall. How bias affects A/B testing A/B testing is a key part of your email marketing program. Processing.

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6 tips for creating a winning email marketing calendar

Martech

Hopefully, this year’s Christmas promotion is already prepped and ready to go, and you’re currently thinking about Valentine’s Day. Remember, you don’t want to dilute any promotions. Consider A/B testing A/B testing is the secret weapon of any email marketing program. Also, run only one A/B test at a time.

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How to Minimize A/B Test Validity Threats

ConversionXL

You have an A/B testing tool, a well-researched hypothesis and a winning test with 95% confidence. There are factors threatening the validity of your test, without you even realizing it. Quite simply, validity threats are the factors that threaten the validity of your A/B test results. Not so fast.

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Ignorant No More: Crash Course on A/B Testing Statistics

ConversionXL

If you don’t know basic statistics, you won’t be able to tell whether your tests suck. Why Do I Need to Know A/B Testing Statistics? It’s probably a lot more fun to put up a test between a red and green button and wait until your testing tool tells you one of them has beat the other. .”

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Measuring marketing incrementality: Best of the MarTechBot

Martech

A/B testing (split testing): This is one of the most straightforward and effective methods for measuring incrementality. Multi-touch attribution (MTA): While not as precise as A/B testing, MTA models can help allocate credit to various marketing channels based on their contribution to conversions.

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Multi-Armed Bandit: When to Do Bandit Tests Instead of A/B Tests

ConversionXL

First, let’s dive into bandit testing and talk a bit about the history of the N-armed bandit problem. What is bandit testing? The practical differences between A/B testing and bandit testing Explore-exploit Benefits of bandit testing A few flavors of bandit methodology Epsilon-greedy method What about other algorithms?

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What Does A/B Testing Have to do with Machine Learning?

Hubspot

To some marketers, A/B tests are a no-brainer. Even though the test is a timeless marketing technique, it can be a little frustrating because of the uncertainty of it all. Thankfully, there's an unlikely superhero to point to when we're talking about the upgrades to a regular A/B test — machine learning.