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If Redundant Predictor Variables Are Correlated with Other Predictor Variables,the

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If redundant predictor variables are correlated with other predictor variables,the variance of the coefficient estimates for the important variables will be decreased.


Definitions:

Self-discrepancy Theory

A psychological model proposing that individuals compare their actual self to internalized standards or desired self-concepts, leading to emotional discomfort when discrepancies exist.

True Self

The authentic core of a person's identity, reflecting their genuine thoughts, feelings, and desires.

Ideal Self

Ideal self refers to the person that an individual aspires to be, encompassing their goals, values, and aspirations.

Neuroticism

A characteristic of personality defined by feelings of mood swings, nervousness, melancholy, concern, and unhappiness.

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