Model specification is the process of developing a mathematical representation of a phenomenon or relationship that outlines the variables to be included and how they are related. This crucial step helps in determining the structure and form of a model, which can significantly influence the results and conclusions drawn from the analysis. Proper model specification is essential for accurate inference and can impact the validity of causal claims.
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