In: Statistics and Probability
a)

The following is obtained graphically:

b)
We know that X is normally distributed, with parameters:

We need to find a score x so that the corresponding cumulative normal probability is equal to 0.25. Mathematically, x is such that:

The corresponding z score so that the cumulative standard normal probability distribution is 0.25 is
zc=-0.6745
This value of zc=-0.6745 can be found either with Excel, or with a normal distribution table. Hence, the X score associated with the 0.25 cumulative probability is

The following is obtained graphically:

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