Photo AI
Question 7
A packing plant fills bags with cement. The weight X kg of a bag of cement can be modelled by a normal distribution with mean 50kg and standard deviation 2kg. (a) F... show full transcript
Step 1
Answer
To find this probability, we first standardize the variable using the formula:
where:
Calculating Z:
Next, we find the probability:
Using standard normal distribution tables or a calculator, we find:
Thus,
Step 2
Answer
To find the weight that is exceeded by 99% of the bags, we need to find the Z-score that corresponds to the 1% in the upper tail:
From Z-tables, the Z-score that corresponds to 0.01 is approximately -2.326.
Now we can convert this Z-score back to the weight (X) using the formula:
Substituting our values:
Thus, 99% of the bags weigh less than approximately 45.35 kg.
Step 3
Answer
Let (p = P(X > 53) \approx 0.0668) and thus (q = P(X < 53) = 1 - p \approx 0.9332).
The scenario involves selecting 3 bags: 2 weigh more than 53 kg and 1 weighs less than 53 kg.
Using the binomial probability formula:
Here, (n=3), (k=2), (p=0.0668), (q=0.9332):
Calculating:
Therefore, the probability is approximately 0.0124.
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