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Notation for the sample data given in exercise 1, consider the salk vaccine treatment group to be the first sample. Identify the values of \({{\bf{n}}_{\bf{1}}}{\bf{,}}{{\bf{\hat p}}_{\bf{1}}}{\bf{,}}{{\bf{\hat q}}_{\bf{1}}}{\bf{,}}{{\bf{n}}_{\bf{2}}}{\bf{,}}{{\bf{\hat p}}_{\bf{2}}}{\bf{,}}{{\bf{\hat q}}_{\bf{2}}}{\bf{,\bar p}}\) and \({\bf{\bar q}}\). Round all values so that they have six significant digits.

Short Answer

Expert verified

The values of notations are as follows:

\(\begin{array}{c}{n_1} = 201,229\\{{\hat p}_1} = 0.000164\\{{\hat q}_1} = 0.999836\\{n_2} = 200745\end{array}\)

\(\begin{array}{c}{{\hat p}_2} = 0.000573\\{{\hat q}_2} = 0.999427\\\bar p = 0.000368\\\bar q = 0.999632\end{array}\)

Step by step solution

01

Step-1: Given information

The study is conducted on 401974 children divided into two groups:

Treatment: Of 201229, 33 developed polio.

Placebo: Of 200,745, 115 developed polio.

02

Step-2: Interpretation of notations in two proportions test

The general notations are expressed as,

\({n_1} = \)size of first sample

\({n_2} = \)size of second sample

\({\hat p_1} = \)sample proportion of success in first sample

\({\hat q_1} = \)complement of sample successes in second sample.

\({\hat p_2} = \)sample proportion of success in second sample

\({\hat q_2} = \)complement of sample successes in first sample

\(\bar p = \)pooled sample proportion

\(\bar q = 1 - \bar p\)

03

Step-3: Identify the values from the given information

Let the treatment group be defined as group 1 and Placebo as group 2.

Then,

\(\begin{array}{l}{{\bf{n}}_{\bf{1}}}{\bf{ = 201229}}\\{{\bf{x}}_{\bf{1}}}{\bf{ = 33}}\\{{\bf{n}}_{\bf{2}}}{\bf{ = 200745}}\\{{\bf{x}}_{\bf{2}}}{\bf{ = 115}}\end{array}\)

04

Step-4:  Compute measure of sample proportions

Sample proportions are calculated as,

\(\begin{array}{c}{{\hat p}_1} = \frac{{{x_1}}}{{{n_1}}}\\ = \frac{{33}}{{201229}}\\ = 0.000164\end{array}\)

\(\begin{array}{c}{{\hat q}_1} = 1 - {{\hat p}_1}\\ = 1 - 0.000164\\ = 0.999836\end{array}\)

Similarly,

\(\begin{array}{c}{{\hat p}_2} = \frac{{{x_2}}}{{{n_2}}}\\ = \frac{{115}}{{200745}}\\ = 0.000573\end{array}\)

\(\begin{array}{c}{{\hat q}_2} = 1 - {{\hat p}_2}\\ = 1 - 0.000573\\ = 0.999427\end{array}\)

05

Find sample pooled proportion

Now, the pooled sample proportion can be calculated as,

\(\begin{array}{c}\bar p = \frac{{{x_1} + {x_2}}}{{{n_1} + {n_2}}}\\ = \frac{{33 + 115}}{{201229 + 200745}}\\ = 0.000368\end{array}\)

Complement of pooled sample proportion can be calculated as,

\(\begin{array}{c}\bar q = 1 - \bar p\\ = 1 - 0.000368\\ = 0.999632\end{array}\)

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Most popular questions from this chapter

Verifying requirements in the largest clinical trial ever conducted, 401,974 children were randomly assigned to two groups. The treatment group considered of 201,229 children given the sulk vaccine for polio, and 33 of those children developed polio. The other 200,745 children were given a placebo, and 115 of those children developed polio. If we want to use the methods of this section to test the claim that the rate of polio is less for children given the sulk vaccine, are the requirements for a hypothesis test satisfied? Explain.

Testing Claims About Proportions. In Exercises 7鈥22, test the given claim. Identify the null hypothesis, alternative hypothesis, test statistic, P-value or critical value(s), then state the conclusion about the null hypothesis, as well as the final conclusion that addresses the original claim

Question:Headache Treatment In a study of treatments for very painful 鈥渃luster鈥 headaches, 150 patients were treated with oxygen and 148 other patients were given a placebo consisting of ordinary air. Among the 150 patients in the oxygen treatment group, 116 were free from head- aches 15 minutes after treatment. Among the 148 patients given the placebo, 29 were free from headaches 15 minutes after treatment (based on data from 鈥淗igh-Flow Oxygen for Treatment of Cluster Headache,鈥 by Cohen, Burns, and Goads by, Journal of the American Medical Association, Vol. 302, No. 22). We want to use a 0.01 significance level to test the claim that the oxygen treatment is effective.

a. Test the claim using a hypothesis test.

b. Test the claim by constructing an appropriate confidence interval.

c. Based on the results, is the oxygen treatment effective?

A sample size that will ensure a margin of error of at most the one specified.

In Exercises 5鈥20, assume that the two samples are independent simple random samples selected from normally distributed populations, and do not assume that the population standard deviations are equal. (Note: Answers in Appendix D include technology answers based on Formula 9-1 along with 鈥淭able鈥 answers based on Table A-3 with df equal to the smaller of\({n_1} - 1\)and\({n_2} - 1\).) Bad Stuff in Children鈥檚 Movies Data Set 11 鈥淎lcohol and Tobacco in Movies鈥 in Appendix B includes lengths of times (seconds) of tobacco use shown in animated children鈥檚 movies. For the Disney movies, n = 33,\(\bar x\)= 61.6 sec, s = 118.8 sec. For the other movies, n = 17,\(\bar x\)= 49.3 sec, s = 69.3 sec. The sorted times for the non-Disney movies are listed below.

a. Use a 0.05 significance level to test the claim that Disney animated children鈥檚 movies and other animated children鈥檚 movies have the same mean time showing tobacco use.

b. Construct a confidence interval appropriate for the hypothesis test in part (a).

c. Conduct a quick visual inspection of the listed times for the non-Disney movies and comment on the normality requirement. How does the normality of the 17 non-Disney times affect the results?

0 0 0 0 0 0 1 5 6 17 24 55 91 117 155 162 205

Are Flights Cheaper When Scheduled Earlier? Listed below are the costs (in dollars) of flights from New York (JFK) to Los Angeles (LAX). Use a 0.01 significance level to test the claim that flights scheduled one day in advance cost more than flights scheduled 30 days in advance. What strategy appears to be effective in saving money when flying?

Delta

Jet Blue

American

Virgin

Alaska

United

1 day in advance

501

634

633

646

633

642

30 days in advance

148

149

156

156

252

313

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