/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q14 Constructing and Interpreting Co... [FREE SOLUTION] | 91影视

91影视

Constructing and Interpreting Confidence Intervals. In Exercises 13鈥16, use the given sample data and confidence level. In each case, (a) find the best point estimate of the population proportion p; (b) identify the value of the margin of error E; (c) construct the confidence interval; (d) write a statement that correctly interprets the confidence interval.

Eliquis The drug Eliquis (apixaban) is used to help prevent blood clots in certain patients. In clinical trials, among 5924 patients treated with Eliquis, 153 developed the adverse reaction of nausea (based on data from Bristol-Myers Squibb Co.). Construct a 99% confidence interval for the proportion of adverse reactions.

Short Answer

Expert verified

(a)Thebest point estimate of the proportion ofpatients who took Eliquis and developed nauseais equal to 0.026.

(b)the margin of error is equal to 0.0053.

(c)The 99% confidence interval estimate of the population proportion ofpatients who took Eliquis and developed nauseais equal to (0.021, 0.031).

(d) There is 99% confidence that the true proportion of patients who took Eliquis and developed nausea will lie between the values 0.021 and 0.031.

Step by step solution

01

Given information

In a sample of 5924 patients treated with Eliquis drug, 153 patients suffered from the adverse reaction of nausea.

02

Compute the sample proportion

(a)

The best point estimate of the proportion of patients who took Eliquis and developed nausea is computed below:

p^=1535924=0.026

Thus, the sample proportion equal to 0.026 is the best point estimate of the proportion of patients who took Eliquis and developed nausea.

03

Compute the margin of error

(b)

The confidence level is equal to 99%. Thus, the corresponding level of significance is equal to 0.01.

From the standard normal distribution table, the right-tailed value of z2for =0.01is equal to 2.5758.

The margin of error is calculated below:

E=2.57580.0260.97415924=0.0053

Thus, the margin of error is equal to 0.0053.

04

Compute the confidence interval

(c)

The formula for computing the confidence interval estimate of the population proportion is written below:

CI=p^-E,p^+E

The 95% confidence interval becomes equal to:

CI=0.026-0.0053,0.026+0.0053=0.021,0.031

Therefore, the 99% confidence interval estimate of the population proportion of patients who took Eliquis and developed nausea is equal to (0.021, 0.031).

05

Interpretation of the confidence interval

(d)

There is 99% confidence that the true proportion ofpatients whotook Eliquis anddeveloped nauseawill lie between the values, 0.021 and 0.031.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91影视!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

Sample Size. In Exercises 29鈥36, find the sample size required to estimate the population mean.

Mean Age of Female Statistics Students Data Set 1 鈥淏ody Data鈥 in Appendix B includes ages of 147 randomly selected adult females, and those ages have a standard deviation of 17.7 years. Assume that ages of female statistics students have less variation than ages of females in the general population, so let years for the sample size calculation. How many female statistics student ages must be obtained in order to estimate the mean age of all female statistics students? Assume that we want 95% confidence that the sample mean is within one-half year of the population mean. Does it seem reasonable to assume that ages of female statistics students have less variation than ages of females in the general population?

In Exercises 5鈥8, use the given information to find the number of degrees of freedom, the critical values X2 L and X2R, and the confidence interval estimate of . The samples are from Appendix B and it is reasonable to assume that a simple random sample has been selected from a population with a normal distribution.

Platelet Counts of Women 99% confidence;n= 147,s= 65.4.

Critical Thinking. In Exercises 17鈥28, use the data and confidence level to construct a confidence interval estimate of p, then address the given question.

Medication UsageIn a survey of 3005 adults aged 57 through 85 years, it was found that 81.7% of them used at least one prescription medication (based on data from 鈥淯se of Prescription and Over-the-Counter Medications and Dietary Supplements Among Older Adults in the United States,鈥 by Qato et al.,Journal of the American Medical Association,Vol. 300, No. 24).

a.How many of the 3005 subjects used at least one prescription medication?

b.Construct a 90% confidence interval estimate of thepercentageof adults aged 57 through 85 years who use at least one prescription medication.

c.What do the results tell us about the proportion of college students who use at least one prescription medication?

In Exercises 1鈥3, refer to the accompanying screen display that results from the Verizon airport data speeds (Mbps) from Data Set 32 鈥淎irport Data Speeds鈥 in Appendix B. The confidence level of 95% was used.

Degrees of Freedom

a. What is the number of degrees of freedom that should be used for finding the critical value t2?

b. Find the critical value t2corresponding to a 95% confidence level.

c. Give a brief general description of the number of degrees of freedom.

Confidence Intervals. In Exercises 9鈥24, construct the confidence interval estimate of the mean.

Birth Weights of Girls Use these summary statistics given in Exercise 8:n=205,x=30.4hg,s=7.1hg. Use a 95% confidence level. Are the results very different from those found in Example 2 with only 15 sample values?

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.