To test the correlation between the sales revenue and the marketing expenses, which type of data analytics is most appropriate?Group of answer choicesPredictive analyticsDescriptive analyticsDiagnostic analyticsPrescriptive analytics
Question
To test the correlation between the sales revenue and the marketing expenses, which type of data analytics is most appropriate?Group of answer choicesPredictive analyticsDescriptive analyticsDiagnostic analyticsPrescriptive analytics
Solution
The most appropriate type of data analytics to test the correlation between sales revenue and marketing expenses is Diagnostic analytics. This type of analytics is used to determine relationships between different data points, in this case, sales revenue and marketing expenses. It goes beyond descriptive analytics (which simply provides information about what has happened) to interpret data and understand the reasons behind a certain outcome. Predictive analytics would be used to forecast future outcomes based on historical data, and prescriptive analytics would be used to recommend actions to take for optimal results. But to simply test the correlation, diagnostic analytics is the best choice.
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