Causal analysis background and overview of different techniques to perform a causal analysis.
Objective – Getting to the cause of something is incredibly important to us because if we can pin down the factor that is causing our outcome of interest, we can possibly manipulate it to change the outcome. A layman's solution to this problem could be examining Y and X and observing how Y changes when X changes. For simplicity, assume the change we want to examine is linear in nature. The mathematical framework to analyze this is ‘correlation analysis.
Objective – Getting to the cause of something is incredibly important to us because if we can pin down the factor that is causing our outcome of interest, we can possibly manipulate it to change the outcome. A layman's solution to this problem could be examining Y and X and observing how Y changes when X changes. Objective For simplicity, assume the change we want to examine is linear in nature. The mathematical framework to analyze this is ‘correlation analysis.
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