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What is cause and effect relationship in research?

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Cause and effect refers to a relationship between two phenomena in which one phenomenon is the reason behind the other. Most of the time, it can be seen that a statistically significant result from a linear regression or correlation analysis between two variables X and Y is explained as effect.
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