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The Sample Covariance Can Be Calculated in Any of the Following

question 51

Short Answer

The sample covariance can be calculated in any of the following ways, with the exception of: a. 1n1i=1n(XiXˉ)(YiYˉ)\frac { 1 } { n - 1 } \sum _ { i = 1 } ^ { n } \left( X _ { i } - \bar { X } \right) \left( Y _ { i } - \bar { Y } \right) .
b. 1n1i=1nXiYinn1XˉYˉ\frac { 1 } { n - 1 } \sum _ { i = 1 } ^ { n } X _ { i } Y _ { i } - \frac { n } { n - 1 } \bar { X } \bar { Y } .
c. 1ni=1n(XiμX)(YiμY)\frac { 1 } { n } \sum _ { i = 1 } ^ { n } \left( X _ { i } - \mu _ { X } \right) \left( Y _ { i } - \mu _ { Y } \right) .
d. rXYsYsYr _ { X Y } s _ { Y } s _ { Y } , where rXYr _ { X Y } is the correlation coefficient.

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Definitions:

Incubation

A process in problem-solving where an individual sets aside the problem temporarily, allowing for subconscious processing to occur, which can lead to insights.

Subconscious Awareness

The part of the mind that is not currently in focal awareness yet influences thoughts and behaviors.

Lower-Level Consciousness

A state of consciousness with reduced awareness and attention, such as during sleep or a daydream.

Higher-Level Consciousness

Refers to an advanced state of awareness, where one is fully engaged and mindful of their thoughts, feelings, and surroundings.

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