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Suppose That Ten New Smart Phone Models Were Evaluated by Two

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Suppose that ten new smart phone models were evaluated by two consumer electronics magazines (Popular Electronics and Electronics Now) from 1 (best) to 10 (worst) as shown below. Why is the Spearman's rho more appropriate than the correlation coefficient for these data?
Suppose that ten new smart phone models were evaluated by two consumer electronics magazines (Popular Electronics and Electronics Now)  from 1 (best)  to 10 (worst)  as shown below. Why is the Spearman's rho more appropriate than the correlation coefficient for these data?   A)  The relationship is nonlinear. B)  The data are ordinal. C)  The data are not paired. D)  There is one extreme outlier. E)  Both outliers and bends in the data make the correlation coefficient difficult to interpret.


Definitions:

Conditioned Stimulus

A stimulus that was once neutral but, after being paired with the unconditioned stimulus, gradually induces a conditioned response.

Aplysia

A genus of sea slugs that are often used in neurological research due to their simple, large nerve cells.

Squirt

To eject liquid in a thin, fast stream through a narrow opening.

Classical Conditioning

A learning paradigm where two stimuli are unceasingly linked; initially, the response is triggered by the second stimulus, but with time, it is triggered by the first stimulus alone.

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