The measure of intelligence, IQ, of a group of students is assumed to be Normally distributed with mean 100 and standard deviation 15 - Edexcel - A-Level Maths Statistics - Question 7 - 2007 - Paper 1
Question 7
The measure of intelligence, IQ, of a group of students is assumed to be Normally distributed with mean 100 and standard deviation 15.
(a) Find the probability that... show full transcript
Worked Solution & Example Answer:The measure of intelligence, IQ, of a group of students is assumed to be Normally distributed with mean 100 and standard deviation 15 - Edexcel - A-Level Maths Statistics - Question 7 - 2007 - Paper 1
Step 1
Find the probability that a student selected at random has an IQ less than 91
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Answer
To find the probability that a student has an IQ less than 91, we will standardize the value using the z-score formula:
z=σX−μ
Where:
X is the IQ value (91)
μ is the mean (100)
σ is the standard deviation (15)
Calculating the z-score:
z=1591−100=15−9=−0.6
Next, we find the probability for z < -0.6. Using the standard normal distribution table:
The probability for z < -0.6 is approximately 0.2743.
Therefore:
P(X<91)≈0.2743
Step 2
Find, to the nearest integer, the value of k
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Answer
We know:
P(X>100+k)=0.2090
This implies:
P(X<100+k)=1−0.2090=0.7910
Standardizing again, we have:
15100+k−100=15k
Now we need to find the z-value that corresponds to a cumulative probability of 0.7910, which is approximately 0.81 from the z-table.
Setting the equation:
\Rightarrow k = 15 \times 0.81 = 12.15$$
Rounding to the nearest integer gives:
$$k \approx 12$$