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The Coefficient of Determination R2 Measures the Proportion of Variation

question 113

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The coefficient of determination R2 measures the proportion of variation in y that is explained by the explanatory variables included in the model.


Definitions:

Intrinsic Motivation

The drive to perform activities for their own sake and for the internal satisfaction and fulfillment they bring, rather than for external rewards.

Expectancy Theory

A motivation theory stating that an individual's motivation is influenced by the belief that effort will lead to performance and performance will lead to desired rewards.

Need-Based Theory

A theory that emphasizes understanding human motivation in terms of specific needs, such as safety, esteem, and self-actualization.

Cognitive Perspective

A psychological approach that focuses on the mental processes involved in knowledge acquisition, perception, memory, and problem-solving.

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