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Pooled Ordinary Least Squares Estimation Is Commonly Applied to Cluster

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Pooled ordinary least squares estimation is commonly applied to cluster samples when eliminating a cluster effect via fixed effects is infeasible or undesirable.


Definitions:

Gender Identity

An individual's personal sense of their own gender, which may or may not correspond to the sex assigned at birth.

Social Adjustment

The process by which an individual modifies their behavior to align with the norms and expectations of a social group or society.

Minority Children

Children who belong to a racial, ethnic, or cultural minority group, often facing distinct social, educational, and health challenges.

Differential Treatment

The act of treating individuals or groups differently based on characteristics such as race, gender, age, or disability, rather than treating everyone equally.

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