Final answer:
The machine does not need to be reset because the sample mean is not unusual.
Step-by-step explanation:
To determine if the machine needs to be reset, we need to calculate the z-score of the sample mean and compare it to the range of usual events.
The z-score can be calculated using the formula:
z = (x - μ) / (σ / sqrt(n))
Where:
- x is the sample mean (63.05)
- μ is the population mean (63)
- σ is the population standard deviation (0.11)
- n is the sample size (40)
Plugging in the values, we get:
z = (63.05 - 63) / (0.11 / sqrt(40)) ≈ 0.1642
The z-score of 0.1642 falls within the range of a usual event, meaning that the sample mean is not unusual. Therefore, the machine does not need to be reset.