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(a) A random variable X follows a normal distribution with mean 60 and standard deviation 5 - Leaving Cert Mathematics - Question 2 - 2013

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(a) A random variable X follows a normal distribution with mean 60 and standard deviation 5. (i) Find P(X ≤ 68). (ii) Find P(52 ≤ X ≤ 68). (b) The heights of a ce... show full transcript

Worked Solution & Example Answer:(a) A random variable X follows a normal distribution with mean 60 and standard deviation 5 - Leaving Cert Mathematics - Question 2 - 2013

Step 1

Find P(X ≤ 68)

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Answer

To find P(X ≤ 68), we need to standardize the value using the Z-score formula:

Z=XμσZ = \frac{X - \mu}{\sigma}

Given:

  • Mean (µ) = 60
  • Standard Deviation (σ) = 5

Calculating the Z-score:

Z=68605=85=1.6Z = \frac{68 - 60}{5} = \frac{8}{5} = 1.6

Using the Z-table, we find:

P(Z1.6)0.9452P(Z ≤ 1.6) ≈ 0.9452

Thus,

P(X68)0.9452P(X ≤ 68) ≈ 0.9452

Step 2

Find P(52 ≤ X ≤ 68)

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Answer

To find P(52 ≤ X ≤ 68), we can calculate it as follows:

P(52X68)=P(X68)P(X<52)P(52 ≤ X ≤ 68) = P(X ≤ 68) - P(X < 52)

First, let's standardize 52:

Z=52605=85=1.6Z = \frac{52 - 60}{5} = \frac{-8}{5} = -1.6

Using the Z-table again:

P(Z1.6)0.0548P(Z ≤ -1.6) ≈ 0.0548

Now, substituting back:

P(52X68)=P(X68)P(X<52)P(52 ≤ X ≤ 68) = P(X ≤ 68) - P(X < 52) =0.94520.0548=0.8904= 0.9452 - 0.0548 = 0.8904

Step 3

Hormone A

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Answer

Sketch a new distribution that is shifted upwards to indicate an increase in height for all plants, while maintaining the same variance.

Step 4

Hormone B

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Answer

Sketch a new distribution with a narrower peak to indicate that there are fewer really small and really tall plants, while keeping the mean at µ.

Step 5

Hormone C

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Answer

Sketch a new distribution that is flatter than the original to indicate an increase in both small and tall plants, with the mean remaining unchanged.

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