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The random variable X has a normal distribution with mean 30 and standard deviation 5 - Edexcel - A-Level Maths Statistics - Question 6 - 2009 - Paper 1

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The random variable X has a normal distribution with mean 30 and standard deviation 5. (a) Find P(X < 39). (b) Find the value of d such that P(X < d) = 0.1151 (c)... show full transcript

Worked Solution & Example Answer:The random variable X has a normal distribution with mean 30 and standard deviation 5 - Edexcel - A-Level Maths Statistics - Question 6 - 2009 - Paper 1

Step 1

Find P(X < 39)

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Answer

To find P(X < 39), we standardize the variable using the formula for the z-score:

Z = rac{X - ext{mean}}{ ext{standard deviation}} = rac{39 - 30}{5} = rac{9}{5} = 1.8

Now, we calculate the probability:

P(X<39)=P(Z<1.8)0.9641.P(X < 39) = P(Z < 1.8) \approx 0.9641.

Step 2

Find the value of d such that P(X < d) = 0.1151

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Answer

We need to find d where P(X < d) = 0.1151. First, we find the corresponding z-value from the z-table:

Z = -1.19 (approximately)

Now, we calculate d:

d=extmean+(zimesextstandarddeviation)=30+(1.19imes5)=305.95=24.05.d = ext{mean} + (z imes ext{standard deviation}) = 30 + (-1.19 imes 5) = 30 - 5.95 = 24.05.

Step 3

Find the value of e such that P(X > e) = 0.1151

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Answer

For P(X > e) = 0.1151, we have:

P(X<e)=1P(X>e)=10.1151=0.8849.P(X < e) = 1 - P(X > e) = 1 - 0.1151 = 0.8849.

Looking up the corresponding z-value for 0.8849 in the z-table gives us:

Z = 1.2 (approximately)

Now, we find e:

e=extmean+(zimesextstandarddeviation)=30+(1.2imes5)=30+6=36.e = ext{mean} + (z imes ext{standard deviation}) = 30 + (1.2 imes 5) = 30 + 6 = 36.

Step 4

Find P(d < X < e)

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Answer

To find P(d < X < e), we can calculate:

P(d<X<e)=P(X<e)P(X<d)P(d < X < e) = P(X < e) - P(X < d)

From earlier calculations:

  • P(X < e) = 0.8849
  • P(X < d) = 0.1151

Thus, calculating gives us:

P(d<X<e)=0.88490.1151=0.7698.P(d < X < e) = 0.8849 - 0.1151 = 0.7698.

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