Question

In: Statistics and Probability

Assume that a population is normally distributed with a mean of 100 and a standard deviation...

Assume that a population is normally distributed with a mean of 100 and a standard deviation of 15. Would it be unusual for the mean of a sample of 3 to be 115 or more? Why or why not?

Solutions

Expert Solution

Solution :

Given that ,

mean = = 100

standard deviation = = 15

n = 3

= 100

= / n = 15 / 3

P( 115 ) = 1 - P( 115 )

= 1 - P(( - ) /   < (115 - 100) / 15 / 3)

= 1 - P(z < 1.73)   Using standard normal table,

= 1 - 0.9582

= 0.0418

P( 115 ) = 0.0418

Probability = 0.0418

Here probability < 0.05

If probability is 0.05 then event is unusual .

Yes it be unusual .


Related Solutions

assume that IQ scores are normally distributed with a mean of 100 and a standard deviation...
assume that IQ scores are normally distributed with a mean of 100 and a standard deviation of 15. Find the probability that a randomly selected person has an IQ score less than 115. Find the probability that a randomly selected person has an IQ score greater than 118. Find the probability that a randomly selected person has an IQ score between 88 and 112.
Assume that IQ scores are normally distributed with a mean of 100 and standard deviation of...
Assume that IQ scores are normally distributed with a mean of 100 and standard deviation of 12. Find the probability that: (a) a randomly selected person has an IQ score less than 92. (b) a randomly selected person has an IQ score greater than 108.
Assume that IQ scores are normally distributed with a mean of 100 and a standard deviation...
Assume that IQ scores are normally distributed with a mean of 100 and a standard deviation of 15.. If 25 people are randomly selected, find the probability that their mean IQ score is less than 103. (a) .1587 (b) .8413 (c) 1.000 (d) .9938 23 Refer to question 19 above. If 100 people are randomly selected, find the probability that their mean IQ is greater than 103. (a) .8413 (b) 2.000 (c) .9772 (d) .0228 24 True or False. Because...
GMAT (assume to be distributed Normally with a mean 500 and a standard deviation of 100)...
GMAT (assume to be distributed Normally with a mean 500 and a standard deviation of 100) and GRE (assume to be distributed Normally with a mean 300 and a standard deviation of 15) to select potential candidates. Candidate A has a GMAT score of 650 while candidate B has a GRE score of 320. Who is a better candidate and why?
Assume adult IQ scores are normally distributed with a mean of 100 and a standard deviation...
Assume adult IQ scores are normally distributed with a mean of 100 and a standard deviation of 15 a) What is the probability that a randomly selected adult has an IQ that is less than 115 b) Find the probability that an adult has an IQ greater than 131.5 (requirement to join MENSA) c) Find the probability that a randomly selected adult has an IQ between 110 and 120 d) Find the IQ separating the top 15% from the others...
a. A population is normally distributed with a mean of 16.4 and a standard deviation of...
a. A population is normally distributed with a mean of 16.4 and a standard deviation of 1.4. A sample of size 36 is taken from the population. What is the the standard deviation of the sampling distribution? Round to the nearest thousandth. b. A population is normally distributed with a mean of 15.7 and a standard deviation of 1.4. A sample of size 24 is taken from the population. What is the the standard deviation of the sampling distribution? Round...
Problems 1-4 assume a normally distributed population with a mean = 48 and standard deviation =...
Problems 1-4 assume a normally distributed population with a mean = 48 and standard deviation = 5. Be sure to sketch the curve, include formulas & work, round appropriately, and circle your final answer. What percent of the scores fall: at or below 54? at or above 40? (6 points) What proportion of scores lie between: 31 and 48? 31 and 54? (4 points) Suppose we took a sample of 5000 scores from this distribution. Of those 5000 scores, how...
The IQs of a population are normally distributed with a mean of 100 and a standard...
The IQs of a population are normally distributed with a mean of 100 and a standard deviation of 18. a) What is the probability of a person selected at random having an IQ greater than 109? b) What is the probability that a random sample of 20 people will have a mean IQ greater than 109?
1. A population is normally distributed with a mean of 18 and a standard deviation of...
1. A population is normally distributed with a mean of 18 and a standard deviation of 2.5. What is the probability of randomly selecting one item from the population having: a) A value greater than 18. b) A value between 14 and 21.
A population is normally distributed with mean ? and standard deviation ?. Find the percentage of...
A population is normally distributed with mean ? and standard deviation ?. Find the percentage of values which are between ?−2? and ?+2?.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT