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Parents Pricing Home A-Level Edexcel Maths Statistics Normal Distribution The random variable X has a normal distribution with mean 30 and standard deviation 5
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 Question 6
View full question 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
View marking scheme 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
Find P(X < 39) Only available for registered users.
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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 ) ≈ 0.9641 P(Z < 1.8) \approx 0.9641 P ( Z < 1.8 ) ≈ 0.9641
Thus, P(X < 39) is approximately 0.964.
Find the value of d such that P(X < d) = 0.1151 Only available for registered users.
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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:
− 1.1151 ≈ z -1.1151 \approx z − 1.1151 ≈ z
Using the transformation formula for d:
d = μ + z ⋅ σ = 30 + ( − 1.1151 ) ⋅ 5 = 24.425 d = \mu + z \cdot \sigma = 30 + (-1.1151) \cdot 5 = 24.425 d = μ + z ⋅ σ = 30 + ( − 1.1151 ) ⋅ 5 = 24.425
Thus, the value of d is approximately 24.425.
Find the value of e such that P(X > e) = 0.1151 Only available for registered users.
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To find e, we recognize that P(X > e) = 0.1151 implies:
P ( X < e ) = 1 − P ( X > e ) = 0.8849 P(X < e) = 1 - P(X > e) = 0.8849 P ( X < e ) = 1 − P ( X > e ) = 0.8849
Now we find the corresponding z-value:
z ≈ 1.2 z \approx 1.2 z ≈ 1.2
Using the transformation formula for e:
e = μ + z ⋅ σ = 30 + ( 1.2 ) ⋅ 5 = 36 e = \mu + z \cdot \sigma = 30 + (1.2) \cdot 5 = 36 e = μ + z ⋅ σ = 30 + ( 1.2 ) ⋅ 5 = 36
Thus, the value of e is 36.
Find P(d < X < e) Only available for registered users.
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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) P ( d < X < e ) = P ( X < e ) − P ( X < d )
From previous calculations, we know:
P ( X < e ) = 0.8849 and P ( X < d ) ≈ 0.1151 P(X < e) = 0.8849\, \text{and}\, P(X < d) \approx 0.1151 P ( X < e ) = 0.8849 and P ( X < d ) ≈ 0.1151
Substituting these values gives:
P ( d < X < e ) = 0.8849 − 0.1151 = 0.7698 P(d < X < e) = 0.8849 - 0.1151 = 0.7698 P ( d < X < e ) = 0.8849 − 0.1151 = 0.7698
Thus, P(d < X < e) is approximately 0.7698.
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