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If PX|Y) = PX), It Implies That Event Y Is

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If PX|Y) = PX), it implies that event Y is dependent on event X.


Definitions:

Coefficient of Determination

A statistical measure, often denoted as R^2, that represents the proportion of the variance for a dependent variable that's explained by an independent variable or variables in a regression model.

Sample Size

The number of observations or data points collected in a sample from a population.

Regression Parameters

Regression parameters refer to the coefficients in the equation of a regression line, representing the relationship between independent and dependent variables.

Third-Order Polynomial Model

A mathematical model represented by a third-degree polynomial equation, used to describe relationships between variables.

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