A consumer group is interested in estimating the proportion of packages of ground beef sold at a particular store that have an actual fat content exceeding the fat content stated on the label. How many packages of ground beef should be tested to estimate this proportion to within 0.06 with 95% confidence?
Solution :
Given that,
=
0.5 ( use 0.5)
1 -
= 1 - 0.5 = 0.5
margin of error = E =0.06
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z
/2
= Z0.025 = 1.96 ( Using z table )
Sample size = n = (Z
/2
/ E)2 *
* (1 -
)
= (1.96 / 0.06)2 * 0.5 * 0.5
= 266.777
Sample size =267
A consumer group is interested in estimating the proportion of packages of ground beef sold at...
A manufacturer of college textbooks is interested in estimating the strength of the bindings produced by a particular binding machine. Strength can be measured by recording the force required to pull the pages from the binding. If this force is measured in pounds, how many books should be tested to estimate the average force required to break the binding to within 0.2 lb with 95% confidence? Assume that o is known to be 0.8. (Round your answer up to the...
Health advocates are interested in estimating the proportion of adult Canadians (21 and over) with high cholesterol levels (over 200mg/dl). How large a sample should be used to estimate the true proportion to within .02 with level of confidence (reliability) 90% if (a) a pilot sample gave .27 as a prior estimate for p? (b) no prior estimate of p is available?
A consumer advocacy group published a study of labeling of seafood sold in three U.S. states. The group purchased 207 pieces of seafood from various kinds of food stores and restaurants in the three states and genetically compared the pieces to standard gene fragments that can identify the species. The study found that 14 of the 26 "red snapper" packages tested were a different kind of fish. Assume that the study used a simple random sample. Complete parts a through...
A business student is interested in estimating the 95% confidence interval for the proportion of students who bring laptops to campus. He wishes a precise estimate and is willing to draw a large sample that will keep the sample proportion within six percentage points of the population proportion. What is the minimum sample size required by this student, given that no prior estimate of the population proportion is available? Use Table 1. (Round intermediate calculations to 4 decimal places and...
Suppose we are interested in estimating the proportion of a population using a simple random sample of size n. i. State a suitable estimator of the population proportion as well as its sampling distribution. Mention any assumptions which you make. ii. Explain statistically how to determine the minimum sample size necessary to estimate a population proportion to within e units. iii. Provide a practical marketing example of a 95% confidence interval for a proportion. iv. Explain the purpose of the...
A manufacturer of college textbooks is interested in estimating the strength of the bindings produced by a particular binding machine. Strength can be measured by recording the force required to pull the pages from the binding. If this force is measured in pounds, how many books should be tested to estimate with 99% confidence to within 0.05 lb, the average force required to break the binding? Assume that σ is known to be 0.5 lb. (Use the value of z...
A planning board in Oak County is interested in estimating the proportion of its residents in favor of offering incentives to environmentally friendly industries to build plants in that county. A random sample of Oak County residents was selected. All the selected residents were asked, "Are you in favor of offering incentives to environmentally friendly industries to build plants in your county?" A 90% confidence interval for the proportion of residents in favor of offering incentives was calculated to be...
You are interested in estimating the the mean age of the citizens living in your community. In order to do this, you plan on constructing a confidence interval; however, you are not sure how many citizens should be included in the sample. If you want your sample estimate to be within 5 years of the actual mean with a confidence level of 94%, how many citizens should be included in your sample? Assume that the standard deviation of the ages...
A consumer group is interested in estimating the true mpg of a car model by asking 10 owners of that model. Below are the summary statistics of the data and output from the analysis testing if the true average mpg of the car model is the one claimed by the car manufacturer at 25mpg. What is the correct calculation to estimate the true average average mpg of this car model with a 99% confidence interval? min Q1 median Q3 max ...
Questions Grade: 0.9/3 Print Version You are interested in estimating the the mean age of the citizens living in your community. In order to do this, you plan on constructing a confidence interval; however, you are not sure how many citizens should be included in the sample. If you want your sample estimate to be within 4 years of the actual mean with a confidence level of 98%. how many citizens should be included in your sample? Assume that the...