Photo AI
Question 5
Yuto works in the quality control department of a large company. The time, T minutes, it takes Yuto to analyse a sample is normally distributed with mean 18 minutes ... show full transcript
Step 1
Answer
To find the probability that Yuto takes longer than 20 minutes, we first standardize the variable.
Using the formula for standardization: where is the value we are interested in, is the mean, and is the standard deviation.
For , , and , we have:
Now, we find the probability: Using standard normal distribution tables or a calculator, we find: Thus,
Step 2
Answer
For a sample that took Yuto longer than 15 minutes, we need to calculate the conditional probability: We already calculated .
Next, we calculate :
$$P(T > 15) = 1 - P(Z \leq -0.6) \approx 1 - 0.2743 = 0.7257$$ Now, substituting: $$P(T > 20 | T > 15) = \frac{0.3446}{0.7257} \approx 0.4745$$Step 3
Answer
For a normal distribution, the median is equal to the mean. Therefore, the median time taken by Yuto to analyse samples in the future can be estimated as: It can also be noted that the median time taken could be approximated, and might vary slightly based on future performance, but based on current data, it's safe to estimate:
Estimated Median = 19.8 minutes
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