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Nookie1986 [14]
3 years ago
7

Professor Elderman has given the same multiple-choice final exam in his Principles of Microeconomics class for many years. After

examining his records from the past 10 years, he finds that the scores have a mean of 76 and a standard deviation of 12. What is the probability Professor Elderman’s class of 36 has a class average below 78?
A.0.5675
B.0.1587
C.0.8413
D.Cannot be determined.
Mathematics
2 answers:
bearhunter [10]3 years ago
3 0

Answer:

P(\bar X

And we can use the following z score:

z = \frac{\bar X -\mu}{\frac{\sigma}{\sqrt{n}}}

And replacing we got using the normal standard distribution table or excel:

P(\bar X

C.0.8413

Step-by-step explanation:

Previous concepts

Normal distribution, is a "probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean".

The Z-score is "a numerical measurement used in statistics of a value's relationship to the mean (average) of a group of values, measured in terms of standard deviations from the mean".  

Solution to the problem

Let X the random variable that represent the records of a population, and for this case we know the distribution for X is given by:

X \sim N(76,12)  

Where \mu=76 and \sigma=12

Since the distribution for X is normal then we know that the distribution for the sample mean \bar X is given by:

\bar X \sim N(\mu, \frac{\sigma}{\sqrt{n}})

We select a sample of size n=36, and we want to calculate this probability:

P(\bar X

And we can use the following z score:

z = \frac{\bar X -\mu}{\frac{\sigma}{\sqrt{n}}}

And replacing we got using the normal standard distribution table or excel:

P(\bar X

C.0.8413

Reika [66]3 years ago
3 0

Answer:

(C) 0.8413

Step-by-step explanation:

Test statistic (z) = (sample mean - population mean) ÷ (sd/√n)

sample mean = 78

population mean = 76

sd = 12

z = (78 - 76) ÷ (12/√36) = 2 ÷ 2 = 1

The cumulative area of the test statistic is the probability that Professor Elderman's class of 36 has a class average below 78. The cumulative area is 0.8413

Therefore, the probability is 0.8413

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<h3>Answer: Choice B</h3>

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==========================================================

Further explanation:

Let's go through the answer choices one by one

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  • C. This is false. The student used the correct inequality signs to indicate x is -5 or larger and also 0 or smaller; basically x is between -5 and 0 inclusive of both endpoints. The "or equal to" portions indicate we are keeping the endpoints and not excluding them.
  • D. This is false. Writing -5 \ge x \ge 0 would not make any sense. This is because that compound inequality breaks down into -5 \ge x \ \text{ and } \ x \ge 0. Try to think of a number that is both smaller than -5 AND also larger than 0. It can't be done. No such number exists.
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Step-by-step explanation:

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Answer:

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Step-by-step explanation:

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