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If There Is a Very Weak Correlation Between Two Variables

question 104

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If there is a very weak correlation between two variables, then the coefficient of determination must be


Definitions:

Real Effect

The true impact or influence observed in an experiment or study, as opposed to effects seen by chance or due to confounding variables.

Possibility of Error

The probability that a statistical inference or decision made might be incorrect due to the limitations of sampling or experimental design.

Statistical Significance

The probability that an observed difference or relationship exists in a population, not just in the sample studied.

Hypothesized Reason

A suggested theory developed from minimal evidence intended to serve as a foundation for additional research.

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