METHODS OF DATA ANALYSIS
VALIDITY AND DELIMITATIONS OF RESEARCH FINDINGS
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Most of the commonly used quantitative statistical models can only determine correlation, but not causation.
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scope
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delimitations
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limitations
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None of the above
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Explanation:
Detailed explanation-1: -Regression Tests. Regression tests determine cause-and-effect relationships. They can be used to estimate the effect of one or more continuous variables on another variable. Simple linear regression is a type of test that describes the relationship between a dependent and an independent variable using a straight line.
Detailed explanation-2: -Correlation tests for a relationship between two variables. However, seeing two variables moving together does not necessarily mean we know whether one variable causes the other to occur. This is why we commonly say “correlation does not imply causation.”
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