/*! 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} Q32 Chickenpox : You plan to conduct... [FREE SOLUTION] | 91影视

91影视

Chickenpox : You plan to conduct a survey to estimate the percentage of adults who have had chickenpox. Find the number of people who must be surveyed if you want to be 90% confident that the sample percentage is within two percentage points of the true percentage for the population of all adults.

a. Assume that nothing is known about the prevalence of chickenpox.

b. Assume that about 95% of adults have had chickenpox.

c. Does the added knowledge in part (b) have much of an effect on the sample size?

Short Answer

Expert verified

a. The sample size when both are unknown is 1692.

b. The sample size when 95% of adults have chickenpox is 322.

c. The added knowledge reduces the sample size significantly.

Step by step solution

01

Given information

Confidence level is 90%.

Margin of error ( E) is 0.02.

02

Requirements for determining sample size

The basic requirement is that the sample should be independent and randomly selected. In this case, the requirement has been satisfied.

03

Formulae for determining sample sizes

The sample size can be determined with 2 different conditions. The formulae and the conditions are given below:

  1. When p^is unknown, n=z220.25E2
  1. When p^is known n=z22p^q^E2
04

Find critical value

The critical value z2is obtained from standard normal table at 90% level of confidence, which implies 0.10 level of significance. That is,

z2=z0.12=z0.05=1.645

05

Find the sample sizes

a.

Sample size when the sample proportion is unknown,

n=z220.25E2=1.64520.250.022=1691.2661692.

Therefore when there is no other prior information, the sample size is 1692.

b.

Sample size when the sample proportion is known to be 95%,

n=z22p^q^E2=1.64520.950.050.022=321.3405332.

Therefore, the sample size when 95% adults have chickenpox is 332.

06

Discuss the effectiveness of added information

c.

In part b, with a known value of sample proportion, the sample size reduces significantly, leading to precise estimate.

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

Finding Critical Values. In Exercises 5鈥8, find the critical value that corresponds to the given confidence level.

99.5%

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

Mean Body Temperature Data Set 3 鈥淏ody Temperatures鈥 in Appendix B includes 106 body temperatures of adults for Day 2 at 12 am, and they vary from a low of 96.5掳F to a high of 99.6掳F. Find the minimum sample size required to estimate the mean body temperature of all adults. Assume that we want 98% confidence that the sample mean is within 0.1掳F of the population mean.

a. Find the sample size using the range rule of thumb to estimate s.

b. Assume that =0.62F, based on the value of s=0.6Ffor the sample of 106 body temperatures.

c. Compare the results from parts (a) and (b). Which result is likely to be better?

In Exercises 9鈥16, assume that each sample is a simple random sample obtained from a population with a normal distribution.

Speed Dating In a study of speed dating conducted at Columbia University, male subjects were asked to rate the attractiveness of their female dates, and a sample of the results is listed below (1 = not attractive; 10 = extremely attractive). Construct a 95% confidence interval estimate of the standard deviation of the population from which the sample was obtained.

7 8 2 10 6 5 7 8 8 9 5 9

Determining Sample Size. In Exercises 19鈥22, assume that each sample is a simple random sample obtained from a normally distributed population. Use Table 7-2 on page 338 to find the indicated sample size.

IQ of statistics professors You want to estimate for the population of IQ scores of statistics professors. Find the minimum sample size needed to be 95% confident that the sample standard deviation s is within 1% of . Is this sample size practical?

In Exercises 9鈥16, assume that each sample is a simplerandom sample obtained from a population with a normal distribution.

Garlic for Reducing Cholesterol In a test of the effectiveness of garlic for lowering cholesterol, 49 subjects were treated with raw garlic. Cholesterol levels were measured before and after the treatment. The changes (before minus after) in their levels of LDL cholesterol(in mg/dL) had a mean of 0.4 and a standard deviation of 21.0 (based on data from 鈥淓ffect of Raw Garlic vs Commercial Garlic Supplements on Plasma Lipid Concentrations in Adults with Moderate Hypercholesterolemia,鈥 by Gardner et al.,Archives of Internal Medicine,Vol. 167).Construct a 98% confidence interval estimate of the standard deviation of the changes in LDL cholesterol after the garlic treatment. Does the result indicate whether the treatment is effective?

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.