SOLUTION: Please help! Homework question. A person must score in the upper 2% of the population on an IQ test to qualify for membership in Mensa, the international high-IQ society. If IQ s

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Question 160595: Please help! Homework question.
A person must score in the upper 2% of the population on an IQ test to qualify for membership in Mensa, the international high-IQ society. If IQ scores are normally distributed with a mean of 100 and a standard deviation of 15, what score must a person have to qualify for Mensa?

Found 2 solutions by nabla, MathLover1:
Answer by nabla(475) About Me  (Show Source):
You can put this solution on YOUR website!
First we standardize the score with
z=(x-u)/o
where z is the distance in standard deviations from the mean, x is the score to be standardized, u is the mean of the population, and o is the standard deviation of the population [or sample].
Now, we can suspect from a percentile rank chart that the upper 2% is 2 standard deviations from the mean. In fact, however there is approximately only 100-2.27=97.73 within two standard deviations above the mean. Chances are, however, that your instructor only wants 2 standard deviations above the mean:
z=(x-100)/15
15z+100=x
This gives a score, x, as a function of its distance from the mean[z]. So if we want 2 standard deviations above the mean, 15(2)+100=130. You will need an IQ of 130 to get into MENSA accordingly. Strictly speaking, the score would be a little higher than 130 (in order for to be ahead of 98% of the population) due to the reasoning above.

Answer by MathLover1(20849) About Me  (Show Source):
You can put this solution on YOUR website!
Step 1:
Write a mathematical statement that corresponds to the problem.
Find a value “a” such that Pr{x < a} = 0.98
Or: Find a value “a” so that Pr{x > a} = 0.02
Draw a normal curve, drop a mean and a cutoff.
Step 2:
We’re on the right side of the flow chart.
Use a Z-table in reverse to find the z value.
x<------x+Zsigma---z<----Table A1----Pr(z Step 3:
Now plug the values into the formula that leads from z to the raw score, x.
x = mu+Zsigma
x+=+100+%2B+2.05%2A15
= 100+%2B+24.675
= 130.75
In order to be eligible to participate in MENSA a person must have an IQ of at least 130.75

Or, this way:
Find the score x with area .02 to its right under the curve.
Find the score+x with area .98 to its left under the curve.
Find z+from the normal table,+z+=+2.05.
Unstandardize:+x+=+m%2Bzs+=+100+%2B+2.05+%2815%29+=+130.75.
OR, invNorm%280.98%2C+100%2C+15%29=130.75