Question

In: Statistics and Probability

Let x be a normal distribution with sigma equals 8 . A random sample size of...

Let x be a normal distribution with sigma equals 8 . A random sample size of 16 has sample mean 50.

a) Construct the 90% confidence interval for the population mean mu.

b)interpret the confidence interval computed in an above.

Solutions

Expert Solution

Solution :

Given that,

Point estimate = sample mean = = 50


Population standard deviation = =8

Sample size = n = 16

At 90% confidence level

= 1-0.90% =1-0.90 =0.10

/2 =0.10/ 2= 0.05

Z/2 = Z0.05 = 1.645

Z/2 = 1.645  
Margin of error = E = Z/2 * ( /n)

= 1.645 * (8 / 16 )

= 3.29

At 90 % confidence interval estimate of the population mean is,

- E < < + E

50 - 3.29 <   < 50+ 3.29

46.71 <   < 53.29

( 46.71 ,53.29 )

The 90% confidence interval for the population mean mu IS =( 46.71 ,53.29 )


Related Solutions

Let the random variable X follow a normal distribution with ?= 60 and sigma ?2= 81....
Let the random variable X follow a normal distribution with ?= 60 and sigma ?2= 81. a. Find the probability that X is greater than 70. b. Find the probability that X is greater than 45 and less than 71. c. Find the probability that X is less than 65. d. The probability is 0.2 that X is greater than what? number? e. The probability is 0.03 that X is in the symmetric interval about the mean between which two?...
Let X have Normal distribution with mean 45 and variance 81. If a random sample of...
Let X have Normal distribution with mean 45 and variance 81. If a random sample of size 25 is taken, which of the following is the probability that the sample average is between 41.40 and 45.63?
Let X be the mean of a random sample of size n from a N(μ,9) distribution....
Let X be the mean of a random sample of size n from a N(μ,9) distribution. a. Find n so that X −1< μ < X +1 is a confidence interval estimate of μ with a confidence level of at least 90%. b.Find n so that X−e < μ < X+e is a confidence interval estimate of μ withaconfidence levelofatleast (1−α)⋅100%.
Given a normal distribution with mu equals 100 and sigma equals 10, complete parts? (a) through?...
Given a normal distribution with mu equals 100 and sigma equals 10, complete parts? (a) through? (d). a. What is the probability that Upper X greater than 85 ?? The probability that Upper X greater than 85 is 0.9332 . ?(Round to four decimal places as? needed.) b. What is the probability that Upper X less than 95 ?? The probability that Upper X less than 95 is 0.3085 . ?(Round to four decimal places as? needed.) c. What is...
Given a normal distribution with mu equals 100 and sigma equals 10 comma complete parts​ (a)...
Given a normal distribution with mu equals 100 and sigma equals 10 comma complete parts​ (a) through​ (d). LOADING... Click here to view page 1 of the cumulative standardized normal distribution table. LOADING... Click here to view page 2 of the cumulative standardized normal distribution table. a. What is the probability that Upper X greater than 70​? The probability that Upper X greater than 70 is .0016 nothing. ​(Round to four decimal places as​ needed.) b. What is the probability...
Given a normal distribution with mu equals 100 and sigma equals 10 comma complete parts​ (a)...
Given a normal distribution with mu equals 100 and sigma equals 10 comma complete parts​ (a) through​ (d). cumulative standardized normal distribution table. a. What is the probability that Upper X greater than 80​? The probability that Upper X greater than 80 is . ​(Round to four decimal places as​ needed.) b. What is the probability that Upper X less than 95​? The probability that Upper X less than 95 is . ​(Round to four decimal places as​ needed.) c....
Let X1, X2, … , X8 be a random sample of size 8 from a distribution with probability density function
Let X1, X2, … , X8 be a random sample of size 8 from a distribution with probability density function where x ≥ 1. What is the likelihood ratio critical region for testing the null hypothesis ??: ? = 1 against ?1: ? ≠ 1? If ? = 0.1, determine the best likelihood ratio critical region?
X is normal with a mean of 98 and sigma=12.6. If you take a random sample...
X is normal with a mean of 98 and sigma=12.6. If you take a random sample of 40, find P(Xbar <101).
Let the random variable X follow a normal distribution with a mean of μ and a...
Let the random variable X follow a normal distribution with a mean of μ and a standard deviation of σ. Let 1 be the mean of a sample of 36 observations randomly chosen from this population, and 2 be the mean of a sample of 25 observations randomly chosen from the same population. a) How are 1 and 2 distributed? Write down the form of the density function and the corresponding parameters. b) Evaluate the statement: ?(?−0.2?< ?̅1 < ?+0.2?)<?(?−0.2?<...
Suppose x is a normally distributed random variable with mu equals 43 and sigma equals 5....
Suppose x is a normally distributed random variable with mu equals 43 and sigma equals 5. Find a value x 0 of the random variable x that satisfies the following equations or statements. a. ​P(x less than or equals x 0​)equals0.8413 b. ​P(x greater thanx 0​)equals0.025 c. ​P(x greater thanx 0​) equals 0.95 d.​ P(28 less than or equals x less thanx 0​) equals 0.8630 e.​ 10% of the values of x are less than x 0. f.​ 1% of...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT