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If X is a normal variate with mean 16 and standard deviation 4, then the value of standard normal variate Z corresponding to X = 17 is:

Solution

Correct Option: 4

Given that XX is a normal variate with mean μ=16\mu = 16 and standard deviation σ=4\sigma = 4, and we need to find the standard normal variate ZZ corresponding to X=17X = 17.

The transformation from a normal variate to a standard normal variate uses the formula:

Z=XμσZ = \dfrac{X - \mu}{\sigma}


Substituting the given values:

Z=17164Z = \dfrac{17 - 16}{4}

Z=14Z = \dfrac{1}{4}

Z=0.25Z = 0.25


This means X=17X = 17 is 0.250.25 standard deviations above the mean.

Therefore, the value of the standard normal variate ZZ is 0.250.25.

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