Final answer:
The value of x such that the probability that the profit will exceed x is 25% is $17,534.05.
Step-by-step explanation:
To find x such that the probability that the profit will exceed x is 25%, we need to find the z-score corresponding to a cumulative probability of 0.75 (1 - 0.25).
The z-score can be found using the z-score formula: z = (x - mean) / standard deviation.
Rearranging the formula, we get x = (z * standard deviation) + mean.
Substituting the values given, we have z = 0.674 and mean = 11,200 and standard deviation = 8,250.
Plugging in these values, we can solve for x:
x = (0.674 * 8250) + 11200 = 17534.05
Therefore, the value of x such that the probability that the profit will exceed x is 25% is $17,534.05.