Question

In: Statistics and Probability

A prison official wants to estimate the proportion of cases of recidivism. Examining the records of...

A prison official wants to estimate the proportion of cases of recidivism. Examining the records of 236 convicts, the official determines that there are 78 cases of recidivism. Find the lower limit of the 80% confidence interval estimate for the population proportion of cases of recidivism. (Round to 3 decimal places.

Solutions

Expert Solution

Solution :

Given that,

Point estimate = sample proportion = = x / n = 78 / 236 = 0.331

1 - = 1 - 0.331 = 0.669

Z/2 = 1.28

Margin of error = E = Z / 2 * (( * (1 - )) / n)

= 1.28 * (((0.331 * 0.669) / 236)

Margin of error = E = 0.039

A 80% confidence interval for population proportion p is ,

- E < p < + E

0.331 - 0.039 < p < 0.331 + 0.039

0.292 < p < 0.370

The 80% confidence interval for the population proportion p is : 0.292 , 0.370


Related Solutions

1. A prison official wants to estimate the proportion of cases of recidivism. Examining the records...
1. A prison official wants to estimate the proportion of cases of recidivism. Examining the records of 176 convicts, the official determines that there are 56 cases of recidivism. Find the margin of error for a 99% confidence interval estimate for the population proportion of cases of recidivism.   (Use 3 decimal places.) 2. A quality control engineer is interested in estimating the proportion of defective items coming off a production line. In a sample of 311 items, 45 are defective. Calculate...
a. For the cases below, calculate the standard error for estimate of the proportion?
a. For the cases below, calculate the standard error for estimate of the proportion?                                              n = 500 and p = 0.1                                             n = 100 and p = 0.92                       b. Comment on whether the sample sizes are large enough so that the sample proportions can be approximated by a normal distribution
Suppose a government official wants to know what proportion of residents are infected with the an...
Suppose a government official wants to know what proportion of residents are infected with the an illness. There are a limited number of tests. So a random sample of 180 residents was taken, and these residents were tested for the illness. Of these 180 people, 36 were found to be infected with the illness. a) Find a 95% confidence interval for the true proportion of residents who are infected. b) a healthcare professional says they suspect that fewer than 30%...
A corrections researcher is examining prison health care coasts and wants to determine how long inmates...
A corrections researcher is examining prison health care coasts and wants to determine how long inmates survive once diagnosed with a particular form of cancer. Using data collected from a group of 45 patients with the disease, she observes an average survival time (time until death) of 32 months with a standard deviation of 9 months. Using a 95 percent level of confidence, estimate the population mean survival time. What would the 99% confidence interval be? (6 pts total; 2pt...
A prison administrator is interested in examining the relationships between the type of prison security (maximum,...
A prison administrator is interested in examining the relationships between the type of prison security (maximum, medium, and minimum) and the number of previous offenses committed by an inmate. He believes that maximum security prisons have inmates with many prior offenses, medium security with not so many offenses, and minimum security with almost no prior offenses. He randomly selects eight new inmates from each of the three security levels and compares the number of offenses for which they have ever...
1. A prison administrator is interested in examining the relationships between the type of prison security...
1. A prison administrator is interested in examining the relationships between the type of prison security (maximum, medium, and minimum) and the number of previous offenses committed by an inmate. He believes that maximum security prisons have inmates with many prior offenses, medium security with not so many offenses, and minimum security with almost no prior offenses. He randomly selects eight new inmates from each of the three security levels and compares the number of offenses for which they have...
Summarize what recidivism research reveals about the success of the prison in achieving deterrence and rehabilitation....
Summarize what recidivism research reveals about the success of the prison in achieving deterrence and rehabilitation. Summarize the research findings on recidivism rates among offenders on probation. How do the recidivism rates of parolees and probationers compare?
Suppose a government official in Phoenix, Arizona, wants to know what proportion of Phoenix residents are...
Suppose a government official in Phoenix, Arizona, wants to know what proportion of Phoenix residents are infected with the COVID-19 virus. Because of the limited availability of tests, she cannot test all the residents of Phoenix. A random sample of 180 Phoenix residents was taken, and these residents were tested for the virus. Of these 180 people, 36 were found to be infected with the virus. Find a 95% confidence interval for the true proportion of Phoenix residents who are...
A town council wants to estimate the proportion of residents who are in favor of a...
A town council wants to estimate the proportion of residents who are in favor of a proposal to upgrade the computers in the town library. A random sample of 100 residents was selected, and 97 of those selected indicated that they were in favor of the proposal. Is it appropriate to assume that the sampling distribution of the sample proportion is approximately normal?
A manufacturer wants to estimate the proportion of defective items in production. However, 18 of the...
A manufacturer wants to estimate the proportion of defective items in production. However, 18 of the 8,000 items in a random sample were found to be defective. (a) Establish a 99% confidence interval for the proportion of defective items. (b) If a confidence interval for the proportion of non-defective items had been constructed from of the same data, would you have gotten a larger margin of error? (c) A proportion of defective items of 3/1000 is considered acceptable. Are we...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT