Photo AI

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 icon

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-Edexcel-A-Level Maths Statistics-Question 7-2007-Paper 1.png

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

96%

114 rated

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=Xμσz = \frac{X - \mu}{\sigma}

Where:

  • XX is the IQ value (91)
  • μ\mu is the mean (100)
  • σ\sigma is the standard deviation (15)

Calculating the z-score:

z=9110015=915=0.6z = \frac{91 - 100}{15} = \frac{-9}{15} = -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)0.2743P(X < 91) \approx 0.2743

Step 2

Find, to the nearest integer, the value of k

99%

104 rated

Answer

We know:

P(X>100+k)=0.2090P(X > 100 + k) = 0.2090

This implies:

P(X<100+k)=10.2090=0.7910P(X < 100 + k) = 1 - 0.2090 = 0.7910

Standardizing again, we have:

100+k10015=k15\frac{100 + k - 100}{15} = \frac{k}{15}

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$$

Join the A-Level students using SimpleStudy...

97% of Students

Report Improved Results

98% of Students

Recommend to friends

100,000+

Students Supported

1 Million+

Questions answered

;