Normally distributed probability problem

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Homework Help Overview

The problem involves a normally distributed exam score with a mean of 75 and a variance of 64. The questions focus on determining the percentage of students receiving an A+ for scores of 90 or above and calculating the probability of exactly 3 out of 12 students achieving that grade.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the calculation of the z-score and the use of the area under the curve for normal distributions. There is also a focus on the binomial probability formula for part b), with questions about the correct application of the Choose function and the exponents for probabilities.

Discussion Status

Some participants confirm the correctness of the first part of the original poster's solution while expressing confusion regarding the second part. Guidance is provided regarding the binomial theorem and the appropriate calculations needed for part b). Multiple interpretations of the probability calculation are being explored.

Contextual Notes

Participants are working within the constraints of homework rules and are seeking clarification on specific calculations without providing complete solutions.

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Homework Statement


an exam is normally distributed with a mean of 75 and a variance of 64. students with a mark of 90 or above receive an A+
a) what percentage of students receive an A+?
b) if 12 students write the exam what is the probability 3 get A+?


Homework Equations


z-score- z=mark-mean/standard deviation
my teacher gave us a chart that gives probabilities as area under a curve for normal distributions

The Attempt at a Solution



a) since the standard deviation is the square root of the variance:
SD= 8
z-score= 90-75/8= 1.88
now using the area under the curve chart, for a z-score of 1.88 it reads 0.9699. from this i subtract 1 because i want the amount above 90 and this value is below 90, so i get:
= 1-0.9699
= 0.0301 or 3.01%

b) if 12 students write and 3 get an A+ then 9 students must get something else:
p(x=3)= 3(0.0301)/9(0.9699)= 0.0103
since the probability of getting over A+ is 0.0301 and anything else is one subtract 0.0301.



do my answers seen correct? if not can someone guide me in the right direction?
 
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The answer to part a) is correct, however, I don't really understand what calculation you've done for part b).

Personally I would just use the Choose function i.e. 12C3 * 0.0301^3 * 0.9699^9
 
vikkisut88 said:
The answer to part a) is correct, however, I don't really understand what calculation you've done for part b).

Personally I would just use the Choose function i.e. 12C3 * 0.0301^3 * 0.9699^9

Ok, would I also put in 12C9 when multlying0.9699?. Also why areyou putting 0.0301 with an exponent also for the other0.9699?
 
nope you just have one 12C3 - it's how you use the binomial theorem:

P(X=r) = nCr * p^r * q^(n-r) where q = 1-p :)
 
oh and n = total so in this case 12
 
vikkisut88 said:
oh and n = total so in this case 12

Alright! Thank you
 

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