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4 Ways Marketing Automation Takes the Uncertainty Out of A/B Testing

Marketing Insider Group

Even if you’re doing manual multivariate testing, it is impossible to say how one factor influences another that is not in the same category. Uber uses a combination of multivariate and A/B/n testing to measure correlations and causations in the UX of their app. Furthermore, data analysis is incredibly tedious and boring.

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What Is Split Testing? Best Split Testing Tools and Strategies

Optinmonster

While split testing compares two different versions, multivariate testing goes a step further by examining multiple variables simultaneously. Segment Your Audience Divide your sample size audience randomly into two equal groups to ensure that each group is statistically similar.

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How AI Improves A/B Testing

FunnelEnvy

Advanced Multivariate Testing: AI can handle complex multivariate testing scenarios involving multiple variables and interactions. Click To Tweet AI shines in data analysis, personalization, and adaptive responses, so let’s look closer. Now, the problem is the opposite.

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How Machine Learning Can Help With Sales Forecasting

Hubspot

To create a well-functioning machine learning model, data scientists ‘feed’ it with a sample of data from a larger, high-quality database. Machine learning generates accurate sales predictions based on time-series analysis, regression analysis, and decision trees. These tasks are not only time-consuming but also prone to errors.

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9 Types of Web Analytics Tools — And How to Know Which Ones You Really Need

Parse.ly

A/B and multivariate testing tools. A/B and multivariate testing tools. And if you plan to run multivariate testing, which tests multiple variables on a page at once, you’ll definitely need a tool like one of the following to accurately interpret results. Content analytics tools. Customer analytics tools. Sprout Social.

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A/B Testing Statistics: Why Statistics Matter in Experimentation

Convert

While a platform like Convert Experiences can take care of all the statistical measuring, reasoning, and analysis for you, having a basic understanding of some statistical terms will certainly help you. Sample and Population: Using all of your website’s traffic for A/B testing would, in theory, give you a general idea of your population.

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Upleveling A/B Testing with AI for Conversion Optimization

FunnelEnvy

Source: FinancesOnline The testing process involves randomly showing users two or more page variants and then using statistical analysis to determine which version performs better. AI algorithms can delve deeper into user actions, uncovering hidden patterns and correlations that traditional analysis might miss.