Photo AI

A packing plant fills bags with cement - Edexcel - A-Level Maths Statistics - Question 7 - 2008 - Paper 2

Question icon

Question 7

A-packing-plant-fills-bags-with-cement-Edexcel-A-Level Maths Statistics-Question 7-2008-Paper 2.png

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 2 kg. (a) ... show full transcript

Worked Solution & Example Answer:A packing plant fills bags with cement - Edexcel - A-Level Maths Statistics - Question 7 - 2008 - Paper 2

Step 1

Find P(X>53)

96%

114 rated

Answer

To find P(X > 53), we first standardize the variable:

Z=Xμσ=53502=1.5Z = \frac{X - \mu}{\sigma} = \frac{53 - 50}{2} = 1.5

Next, we find P(Z > 1.5) using the cumulative distribution function (CDF).

Thus, P(X > 53) = 1 - P(Z \leq 1.5) = 1 - 0.9332 = 0.0668.

Step 2

Find the weight that is exceeded by 99% of the bags

99%

104 rated

Answer

To find the weight that is exceeded by 99% of the bags, we need to determine the 1st percentile of the distribution.

Using the Z-table, we find that the Z-score corresponding to 0.01 is approximately -2.326.

Now we can find the actual weight:

x=μ+Zσ=50+(2.326)2=45.3474.x = \mu + Z \cdot \sigma = 50 + (-2.326) \cdot 2 = 45.3474.
Thus, the weight that is exceeded by 99% of the bags is approximately 45.35 kg.

Step 3

Find the probability that two weigh more than 53 kg and one weighs less than 53 kg

96%

101 rated

Answer

We found earlier that P(X > 53) = 0.0668 and therefore P(X < 53) = 1 - P(X > 53) = 0.9332.

Now, we are looking for the probability for two bags weighing more than 53 kg and one weighing less:

Using the binomial probability formula:

P(X=k)=(nk)pk(1p)nkP(X=k) = \binom{n}{k} p^k (1-p)^{n-k}

We have:

  • n = 3 (total bags)
  • k = 2 (bags more than 53 kg)
  • p = 0.0668

Calculating:

Join the A-Level students using SimpleStudy...

97% of Students

Report Improved Results

98% of Students

Recommend to friends

100,000+

Students Supported

1 Million+

Questions answered

;