Question

In: Statistics and Probability

From a normally-distributed population of scores with a mean of μ, 9 scores are sampled at...

From a normally-distributed population of scores with a mean of μ, 9 scores are sampled at random. The mean and standard deviation for this sample of 9 scores are found to be 12 and 4, respectively. μ is unlikely ( = :05) to be less than _______ or greater than______.

(Hint; t-dist test)

Solutions

Expert Solution

Solution:

Confidence interval for population mean() using t distribution  

Given that,

    n = 9 ....... Sample size

= 12 ....... Sample mean

s = 4 ........Sample standard deviation

Note that, Population standard deviation() is unknown..So we use t distribution. Given,

= 0.05

  /2 = 0.05 2 = 0.025

Also, n = 9 .....given

d.f= n-1 = 8

     =    = = 2.306

( use t table or t calculator to find this value..)

Now , confidence interval for mean() is given by:

  

12 - 2.306*(4/ 9)      12 +2.306*(4/ 9)

12-3.0747 < < 12+3.0747

8.9253 < < 15.0747

Answer: μ is unlikely ( = :05) to be less than 15.0747 or greater than 8.9253.


Related Solutions

Assume that a population is normally distributed with a population mean of μ = 8 and...
Assume that a population is normally distributed with a population mean of μ = 8 and a population standard deviation of s = 2. [Notation: X ~ N(8,2) ] Use the Unit Normal Table to answer the following questions. (I suggest you draw a picture of the normal curve when answering these questions.) 8. Let X=4 Compute the z-score of X. For that z-score: a. What proportion of the area under the Unit Normal Curve is in the tail? b....
Assume that a population is normally distributed with a population mean of μ = 8 and...
Assume that a population is normally distributed with a population mean of μ = 8 and a population standard deviation of s = 2. [Notation: X ~ N(8,2) ] Use the Unit Normal Table to answer the following questions. (I suggest you draw a picture of the normal curve when answering these questions.) 8. Let X=7 Compute the z-score of X. For that z-score: a. What proportion of the area under the Unit Normal Curve is in the tail? b....
Suppose a population of scores x is normally distributed with μ = 16 and σ =...
Suppose a population of scores x is normally distributed with μ = 16 and σ = 5. Use the standard normal distribution to find the probability indicated. (Round your answer to four decimal places.) Pr(16 ≤ x ≤ 18.6)
Suppose a population of scores x is normally distributed with μ = 16 and σ =...
Suppose a population of scores x is normally distributed with μ = 16 and σ = 5. Use the standard normal distribution to find the probability indicated. (Round your answer to four decimal places.) Pr(16 ≤ x ≤ 18.3) You may need to use the table of areas under the standard normal curve from the appendix. Also, Use the table of areas under the standard normal curve to find the probability that a z-score from the standard normal distribution will...
A random sample is drawn from a normally distributed population with mean μ = 33 and...
A random sample is drawn from a normally distributed population with mean μ = 33 and standard deviation σ = 2.1. Use Table 1. a. Are the sampling distributions of the sample mean with n = 41 and n = 82 normally distributed? Yes No b. Can you use the standard normal distribution to calculate the probability that the sample mean is less than 33.6 for both sample sizes? Yes No c. Calculate the above probabilities for both sample sizes....
A random sample is drawn from a normally distributed population with mean μ = 27 and...
A random sample is drawn from a normally distributed population with mean μ = 27 and standard deviation σ = 2.1. [You may find it useful to reference the z table.] a. Are the sampling distribution of the sample mean with n = 35 and n = 70 normally distributed? Yes, both the sample means will have a normal distribution. No, both the sample means will not have a normal distribution. No, only the sample mean with n = 35...
A random sample is drawn from a normally distributed population with mean μ = 18 and...
A random sample is drawn from a normally distributed population with mean μ = 18 and standard deviation σ = 2.3. a. Are the sampling distributions of the sample mean with n = 26 and n = 52 normally distributed? Yes, both the sample means will have a normal distribution. No, both the sample means will not have a normal distribution. No, only the sample mean with n = 26 will have a normal distribution. No, only the sample mean...
A random sample is drawn from a normally distributed population with mean μ = 19 and...
A random sample is drawn from a normally distributed population with mean μ = 19 and standard deviation σ = 1.8. [You may find it useful to reference the z table.] a. Are the sampling distribution of the sample mean with n = 27 and n = 54 normally distributed? Yes, both the sample means will have a normal distribution. No, both the sample means will not have a normal distribution. No, only the sample mean with n = 27...
A random sample is drawn from a normally distributed population with mean μ = 23 and...
A random sample is drawn from a normally distributed population with mean μ = 23 and standard deviation σ = 2.6. [You may find it useful to reference the z table.] a. Are the sampling distribution of the sample mean with n = 31 and n = 62 normally distributed? Yes, both the sample means will have a normal distribution. No, both the sample means will not have a normal distribution. No, only the sample mean with n = 31...
IQ scores in a certain population are normally distributed with a mean of 97 and a...
IQ scores in a certain population are normally distributed with a mean of 97 and a standard deviation of 12. (Give your answers correct to four decimal places.) (a) Find the probability that a randomly selected person will have an IQ score between 92 and 98. (b) Find the probability that a randomly selected person will have an IQ score above 90 .
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT