Question

In: Statistics and Probability

q1) The 95% confidence interval for the mean, calculated from a sample is 1.412011 ≤ μ...

q1) The 95% confidence interval for the mean, calculated from a sample is 1.412011 ≤ μ ≤ 2.587989. Determine the sample mean X-(this one x dash) =   

q2) Assuming that the data is normally distributed with the population standard deviation =1.5, determine the size of the sample n =

Solutions

Expert Solution

confidence interval is                  
lower limit =    1.412011              
upper limit=   2.587989              
sample mean = (lower limit+upper limit)/2= (   1.412011   +   2.587989   ) / 2 =   2

2)

margin of error = (upper limit-lower limit)/2= (   2.587989   -   1.412011   ) / 2 =   0.587989
alpha =   1-CL =   5%                  
Z value =    Zα/2 =    1.960   [excel formula =normsinv(α/2)]              
                          
Sample Size,n = (Z * σ / E )² = (   1.960   *   1.5   /   0.587989   ) ² =   25.000
                          
                          
So,Sample Size needed=       25   


Related Solutions

The 95% confidence interval for the mean, calculated from a sample of size n = 25...
The 95% confidence interval for the mean, calculated from a sample of size n = 25 is 2.233163 ≤ μ ≤ 3.966837 . Determine the sample mean X ¯ = (round to the first decimal place). Assuming that the data is normally distributed, determine the sample standard deviation s = (round to the first decimal place)
The 99% confidence interval for the mean, calculated from a sample of size n = 10...
The 99% confidence interval for the mean, calculated from a sample of size n = 10 is 0.9390859 ≤ μ ≤ 5.460914 . Determine the sample mean X ¯ = (round to the first decimal place). Assuming that the data is normally distributed, determine the sample standard deviation s = (round to the first decimal place)
Use the given data to find the 95% confidence interval estimate of the population mean μ...
Use the given data to find the 95% confidence interval estimate of the population mean μ . Assume that the population has a normal distribution. IQ scores of professional athletes: Sample size n=25 Mean=103 Standard deviation s=15 Answer: ____ <μ< _____
Use the given data to find the 95% confidence interval estimate of the population mean μ....
Use the given data to find the 95% confidence interval estimate of the population mean μ. Assume that the population has a normal distribution. IQ scores of professional athletes: Sample size n=20 Mean x¯¯¯=104 Standard deviation s=14 <μ<
Construct the confidence interval for the population mean μ, if c = .95, x-bar = 11.000,...
Construct the confidence interval for the population mean μ, if c = .95, x-bar = 11.000, s = .4, and n = 100.
Construct a 95% confidence interval for an experiment that found the sample mean temperature for a...
Construct a 95% confidence interval for an experiment that found the sample mean temperature for a certain city in August was 101.82, with a population standard deviation of 1.2. There were 6 samples in this experiment. A group of 10, foot - surgery patients had a mean weight of 240 pounds. The sample standard deviation was 25 pounds. Find a confidence interval for a sample for the true mean weight of all foot – surgery patients. Find a 95% Confidence...
2. What is the sample size, n, for a 95% confidence interval on the mean, if...
2. What is the sample size, n, for a 95% confidence interval on the mean, if we know that the process’ standard error is 3.2 units, and we want to allow at most 1.0 units for our error? 3. Let’s say that you just randomly pulled 32 widgets from your production line and you determined that you need a sample size of 46 widgets, However, you get delayed in being able to pull another bunch of widgets from the line...
Q1. Explain what happens to the 95 % confidence interval as the sample size increases. (2...
Q1. Explain what happens to the 95 % confidence interval as the sample size increases. Explain what happens to the width of the confidence interval for a 99% interval versus a 95%. Q2. Consider the population of adult females resident in Melbourne. Our focus is on the population mean height. Assume we do not know ? (population standard deviation) or the population mean, µ. We take a sample of adult females resident in Melbourne (n=100) and calculate the sample mean...
Assume that a sample is used to estimate a population mean μ. Find the 95% confidence...
Assume that a sample is used to estimate a population mean μ. Find the 95% confidence interval for a sample of size 1037 with a mean of 38.4 and a standard deviation of 19.2. Enter your answer as a tri-linear inequality accurate to 3 decimal places. _______< μ < _______
14. A researcher estimates the 95% Confidence Interval for a sample (n=100) with a mean of...
14. A researcher estimates the 95% Confidence Interval for a sample (n=100) with a mean of M=3. The population mean and standard deviation are known as 2.5±2 (µ±σ). What is the upper confidence limit for this interval? A) 0.392 B) 1.96 C) 2.608 D) 3.392 E) There is not enough information to answer this question.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT