14.42. The log transformation of the mean response in regression is useful when (a) E(y) is approximately

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14.42. The log transformation of the mean response in regression is useful when

(a) E(y) is approximately a logarithmic function of x.

(b) E(y) is approximately an exponential function of x.

(c) logE(y) is approximately a linear function of x.

(d) Unit changes in x have a multiplicative, rather than additive, effect on the mean of y.

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