Question

In: Statistics and Probability

if you're constructing a 95% confidence interval for the MEAN of some population, and you collect...

if you're constructing a 95% confidence interval for the MEAN of some population, and you collect a sample of size 100 that has a sample mean of x-bar=30 with a population standard deviation of _=20, then how much would the margin of error of the confidence interval be? use 3 decimal places of accuracy

Solutions

Expert Solution

    Given          
   X̅ = 30 ...sample mean
   n = 100   ...sample size       
   σ = 20   …population standard deviation      
              
   For 95% confidence interval, Z-value is obtained using the Excel function NORM.S.INV          
   α = 0.05           α/2 = 0.025          
   z = NORM.S.INV(0.025)          
   z = 1.96   …We use the positive value of z      
              
   Margin of Error(ME) is given by          

             = 3.920

   

If you are satisfied with the solution kindly give a thumbs up.


Related Solutions

Suppose you are constructing a 95% confidence interval for the mean of a single sample, whose...
Suppose you are constructing a 95% confidence interval for the mean of a single sample, whose population standard deviation is known to be σ = 5. You calculate the sample size with some specified width (error) E. (a) Reducing your confidence level to 80%, and reducing your original width (error) E by a third ( 1 3 ), how much bigger will the new sample size be compared to the first sample size above? (Hint: find the scaled size using...
95% Confidence Interval: 86.19 ± 0.364 (85.8 to 86.6) "With 95% confidence the population mean is...
95% Confidence Interval: 86.19 ± 0.364 (85.8 to 86.6) "With 95% confidence the population mean is between 85.8 and 86.6, based on 33945 samples." Short Styles: 86.19 (95% CI 85.8 to 86.6) 86.19, 95% CI [85.8, 86.6] Margin of Error: 0.364 What is the impact of your margin of error on your findings? Explain. Is there enough evidence to reject the null hypotheses, explain in plain English?
You are constructing a 90% confidence interval for one population mean. A sample if size 20...
You are constructing a 90% confidence interval for one population mean. A sample if size 20 is taken from the population of interest. The mean from the sample is 5 and the standard deviation is 1.5. What is the t-score to be used in calculating Margin of Error? (do not round)
Assuming that the population is normally​ distributed, construct a 95​% confidence interval for the population mean...
Assuming that the population is normally​ distributed, construct a 95​% confidence interval for the population mean for each of the samples below. Explain why these two samples produce different confidence intervals even though they have the same mean and range. Sample A   1 1 2 4 5 7 8 8 Sample B   1 2 3 4 5 6 7 8
Assuming that the population is normally​ distributed, construct a 95% confidence interval for the population​ mean,...
Assuming that the population is normally​ distributed, construct a 95% confidence interval for the population​ mean, based on the following sample size of n equals 7. ​1, 2,​ 3, 4, 5, 6, 7, and 23 In the given​ data, replace the value 23 with 7 and recalculate the confidence interval. Using these​ results, describe the effect of an outlier​ (that is, an extreme​ value) on the confidence​ interval, in general. Find a 95% confidence interval for the population​ mean, using...
Assuming that the population is normally​ distributed, construct a 95% confidence interval for the population​ mean,...
Assuming that the population is normally​ distributed, construct a 95% confidence interval for the population​ mean, based on the following sample size of n=6. ​1, 2,​ 3, 4, 5​,and 15 In the given​ data, replace the value 15 with 6 and recalculate the confidence interval. Using these​ results, describe the effect of an outlier​ (that is, an extreme​ value) on the confidence​ interval, in general. Find a 95% confidence interval for the population​ mean, using the formula or technology.
A 95% confidence interval estimate for a population mean is determined to be between 94.25 and...
A 95% confidence interval estimate for a population mean is determined to be between 94.25 and 98.33 years. If the confidence interval is increased to 98%, the interval would become narrower remain the same become wider
Assuming the population is normally distributed, construct a 95% confidence interval for the population mean, based...
Assuming the population is normally distributed, construct a 95% confidence interval for the population mean, based on the following sample of size n = 7: 1 2 3 4 5 6 7 The mean is 4 and Standard Deviation 2.16 1. What is the lower boundary of the interval to two decimal places? 2. What is upper boundary of the interval to two decimal.
A smart phone manufacturer is interested in constructing a 95% confidence interval for the proportion of...
A smart phone manufacturer is interested in constructing a 95% confidence interval for the proportion of smart phones that break before the warranty expires. 80 of the 1669 randomly selected smart phones broke before the warranty expired. Round answers to 4 decimal places where possible. a. With 95% confidence the proportion of all smart phones that break before the warranty expires is between and . b. If many groups of 1669 randomly selected smart phones are selected, then a different...
A psychologist is interested in constructing a 95% confidence interval for the proportion of people who...
A psychologist is interested in constructing a 95% confidence interval for the proportion of people who accept the theory that a person's spirit is no more than the complicated network of neurons in the brain. 71 of the 811 randomly selected people who were surveyed agreed with this theory. Round answers to 4 decimal places where possible. a. With 95% confidence the proportion of all people who accept the theory that a person's spirit is no more than the complicated...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT