If X is normally distributed with mean -2 and variance 25 then the standard normal variate is ans. (X-25)/2 (X+2)/5 none of these (X-2)/5
Question
If X is normally distributed with mean -2 and variance 25 then the standard normal variate is ans. (X-25)/2
(X+2)/5
none of these
(X-2)/5
Solution
The correct answer is (X+2)/5.
Here's why:
The standard normal variate (Z) of a normally distributed random variable (X) is given by the formula:
Z = (X - μ) / σ
where μ is the mean and σ is the standard deviation.
In this case, X is normally distributed with a mean (μ) of -2 and a variance of 25. The standard deviation (σ) is the square root of the variance, so σ = √25 = 5.
Substituting these values into the formula gives:
Z = (X - (-2)) / 5 = (X + 2) / 5
So, the standard normal variate is (X + 2) / 5.
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