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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 value using the formula:

P(X < 39) = Pigg(Z < \frac{39 - 30}{5}\bigg) = P(Z < 1.8)

Using the standard normal distribution table, we find:

P(Z<1.8)0.9641P(Z < 1.8) \approx 0.9641

Thus, P(X < 39) is approximately 0.964.

Step 2

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

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Answer

To find d, we need to identify the z-value corresponding to the cumulative probability of 0.1151. Using the standard normal distribution, we find:

1.1151z-1.1151 \approx z

Using the transformation formula for d:

d=μ+zσ=30+(1.1151)5=24.425d = \mu + z \cdot \sigma = 30 + (-1.1151) \cdot 5 = 24.425

Thus, the value of d is approximately 24.425.

Step 3

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

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Answer

To find e, we recognize that P(X > e) = 0.1151 implies:

P(X<e)=1P(X>e)=0.8849P(X < e) = 1 - P(X > e) = 0.8849

Now we find the corresponding z-value:

z1.2z \approx 1.2

Using the transformation formula for e:

e=μ+zσ=30+(1.2)5=36e = \mu + z \cdot \sigma = 30 + (1.2) \cdot 5 = 36

Thus, the value of e is 36.

Step 4

Find P(d < X < e)

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Answer

To find P(d < X < e), we can express it as:

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

From previous calculations, we know:

P(X<e)=0.8849andP(X<d)0.1151P(X < e) = 0.8849\, \text{and}\, P(X < d) \approx 0.1151

Substituting these values gives:

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

Thus, P(d < X < e) is approximately 0.7698.

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