Question

In: Statistics and Probability

If all conditions for using a t distribution model are met, and a 95% confidence interval...

If all conditions for using a t distribution model are met, and a 95% confidence interval is being created for a sample mean of 85.0, using a sample of size 30, where the standard deviation of the sample is 4.1, what is the margin of error?

Solutions

Expert Solution

Solution :

Given that,

= 85.0

s =4.1

n =30

Degrees of freedom = df = n - 1 = 30- 1 =29

At 95% confidence level the t is ,

= 1 - 95% = 1 - 0.95 = 0.05

  / 2= 0.05 / 2 = 0.025

t /2,df = t0.025,29 = 2.045 ( using student t table)

Margin of error = E = t/2,df * (s /n)

= 2.045* ( 4.1/ 30)

E= 1.5308

Margin of error = E =1.5308


Related Solutions

Use the standard normal distribution or the​ t-distribution to construct a​ 95% confidence interval for the...
Use the standard normal distribution or the​ t-distribution to construct a​ 95% confidence interval for the population mean. Justify your decision. If neither distribution can be​ used, explain why. Interpret the results. In a random sample of 17 patients at a​ hospital's minor emergency​ department, the mean waiting time before seeing a medical professional was 14 minutes and the standard deviation was 9 minutes. Assume the waiting times are not normally distributed. Which distribution should be used to construct the...
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the...
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the population mean. Justify your decision. If neither distribution can be ​used, explain why. Interpret the results. In a random sample of 47 people, the mean body mass index​ (BMI) was 27.7 and the standard deviation was 6.02. Which distribution should be used to construct the confidence ​interval? Choose the correct answer below:
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the...
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the population mean. Justify your decision. If neither distribution can be​ used, explain why. Interpret the results. In a random sample of 18 mortgage​ institutions, the mean interest rate was 3.49​% and the standard deviation was 0.48​%. Assume the interest rates are normally distributed. Which distribution should be used to construct the confidence​ interval? A. Use a normal distribution because nless than30 and the interest...
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the...
Use the standard normal distribution or the​ t-distribution to construct a 95​% confidence interval for the population mean. Justify your decision. If neither distribution can be​ used, explain why. Interpret the results. In a random sample of 12 mortgage​ institutions, the mean interest rate was 3.48% and the standard deviation was 0.32%. Assume the interest rates are normally distributed. Which distribution should be used to construct the confidence​ interval? A.Use a​ t-distribution because the interest rates are normally distributed and...
How does the length of the 95% t confidence interval compare with that of the 95%...
How does the length of the 95% t confidence interval compare with that of the 95% z confidence interval? Very confused on this
Using the information below, calculate a 95% T-confidence interval for the sample population. You have the...
Using the information below, calculate a 95% T-confidence interval for the sample population. You have the mean, standard deviation and the sample size, all you have left to find is the T-critical value and you can calculate the interval.   PLEASE SHOW WORK Once you calculate the confidence interval you will need to interpret your interval and explain what this means in words. Does your data follow a normal distribution? Vehicle type/class Year Make Model Price QUALITATIVE QUANTITATIVE QUALITATIVE QUALITATIVE QUANTITATIVE...
We want to construct a 95% confidence interval to estimate p t − p c using...
We want to construct a 95% confidence interval to estimate p t − p c using the sample data in the table below. Assume that p is the proportion who tested positive. Treatment Control Total Positive 4 8 12 Negative 80 86 166 Total 84 94 178 Is it appropriate to use the z distribution to approximate the sampling distribution when constructing this confidence interval? Group of answer choices Yes, the z distribution may be used No, the z distribution...
construct the indicated confidence interval for the population mean using the t distribution. Assume the population...
construct the indicated confidence interval for the population mean using the t distribution. Assume the population js normally distributed. c=0.99, x=12.1,s=0.76,n=17
Construct the indicated confidence interval for the population mean u using​ (a) a​ t-distribution. (b) If...
Construct the indicated confidence interval for the population mean u using​ (a) a​ t-distribution. (b) If you had incorrectly used a normal​ distribution, which interval would be​ wider? c=0.99​, x =14.2​, s=4.0​, n=8 (a) The 99​% confidence interval using a​ t-distribution is ( _, _ )
Please answer all parts 1. Confidence Interval Given. Assume I created a 95% confidence interval for...
Please answer all parts 1. Confidence Interval Given. Assume I created a 95% confidence interval for the mean hours studied for a test based on a random sample of 64 students. The lower bound of this interval was 3.1416 and the upper bound was 18.6282. Assume that when I created this interval I knew the population standard deviation. Keep all decimals in your calculations. a) Calculate the width of the interval. (b) Calculate the margin of error for the interval....
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT