Question

In: Statistics and Probability

Researchers are interested in the mean age of a certain population. Let us say that they...

Researchers are interested in the mean age of a certain population. Let us say that they are asking the following questions: can we conclude that the mean age of this population is different from 30 years? If the sample mean of 10 individuals drawn from that population is 27and the population variance is 20. Make a confidence interval of the mean

A.

1.96 , -1.96

B.

24.23 ,29.20

C.

24.23 , 29.77

D.

2.77 , -2.77

Solutions

Expert Solution

Solution:

Given:

Sample size = n = 10

Sample mean =

Population variance =

then Population Standard Deviation = .

We have to find confidence interval of the mean.

Since confidence level is not given, we use 95% confidence level

where

We need to find zc value for c=95% confidence level.

Find Area = ( 1 + c ) / 2 = ( 1 + 0.95) /2 = 1.95 / 2 = 0.9750

Look in z table for Area = 0.9750 or its closest area and find z value.

Area = 0.9750 corresponds to 1.9 and 0.06 , thus z critical value = 1.96

That is : Zc = 1.96

Thus

thus

C. 24.23 , 29.77


Related Solutions

Let us assume that systolic blood pressure for a certain population is normally distributed with parameters...
Let us assume that systolic blood pressure for a certain population is normally distributed with parameters (greek letter mu) = 125 and (greek letter sigma) =8(in units of mm Hg). a.) What is the probability that any given person will have a systolic pressure above 130? b.) What is the probability that a person will have a systolic pressure between 117 and 133? c.) What is the median systolic pressure? d.) What is the 80th percentile systolic pressure? e.) Assuming...
Let us assume that from a population with mean ?=100 and standard deviation ?=15 a sample...
Let us assume that from a population with mean ?=100 and standard deviation ?=15 a sample random variable of ?=900 is selected. a. What is the probability ?(?̅<101.1)? b. What is the probability ?(?̅>101.5)? c. What is the probability ?(99.3<?̅<100.5)?
Researchers are interested in the effect of a certain nutrient on the growth rate of plant...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant seedlings. Using a hyproponics growth procedure that used water containing the nutrient, they planted six tomato plants and recorded the heights of each plant 14 days after gemination. Those heights, measured in millimeters, were as follows : 55.5, 60.3, 60.6, 62.1, 65.5, 69.2. Test the claim that the mean tomato plants’heights is different than 65 millimeters. Assume the random sample assumption holds. Use α...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant seedlings. Using a hydroponics grow procedure that utilized water containing the nutrient, they planted six tomato plants and recorded the heights of each plant 14 days after germination. Those heights, measured in millimeters, were as follows: 54.7 58.8 60.5 63.3 64.8 68.1 a. Find a point estimate of the population mean height of this variety of seedling 14 days after germination. b. Given a...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant seedlings. Using a hydroponics grow procedure that utilized water containing the​ nutrient, they planted six tomato plants and recorded the heights of each plant 14 days after germination. Those​ heights, measured in​ millimeters, were 55.7, 60.6, 61.3​, 62.7​, 65.7, and 71.9. Complete parts 1 through 4 below. 1. Using​ technology, find the​ 95% confidence interval for the population mean mu. (____,_____) Round to one...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant seedlings. Using a hydroponics grow procedure that utilized water containing the nutrient, they planted six tomato plants and recorded the heights of each plant 14 days after germination. Those heights, measured in millimeters, were 55.2 , 59.9 , 61.7, 62.4 , 64.2, and 67.2 . Using​ technology, find the​ 95% confidence interval for the population mean muμ. \
Researchers are interested in the effect of a certain nutrient on the growth rate of plant...
Researchers are interested in the effect of a certain nutrient on the growth rate of plant seedlings. Using a hydroponics grow procedure that utilized water containing the nutrient, they planted six tomato plants and recorded the heights of each plant 14 days after germination. Those heights, measured in millimeters, were 54.8, 60.6, 60.2, 63.2, 65.6, 71.1 Using technology, construct a 99% confidence interval.
A team of researchers found that age distributions in a population of 100,000 people was not...
A team of researchers found that age distributions in a population of 100,000 people was not Normal. However, after they took a large number of simple random samples, each with (N=100), they observed that the sampling distribution of mean tended toward Normality
What does it mean to age in the cultural landscape of the US?
What does it mean to age in the cultural landscape of the US?
Standard deviation is a useful concept in performance management. Let us say that a director in...
Standard deviation is a useful concept in performance management. Let us say that a director in a local fire department wants to know any variation between the performance of this year and that of the last year. He draws a sample of 10 response times of this year ( in minutes): 3.0, 12.0, 7.0, 4.0, 4.0, 6.0, 3.0, 9.0, 11.0, and 15.0, comparing them with a sample of 10 response times last year ( in minutes): 8.0, 7.0, 8.0, 6.0,...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT