For Chapter 2 through Chapter 14, the Cumulative Review Exercises include topics from preceding chapters. For this chapter, we present a few calculator warm-up exercises, with expressions similar to those found throughout this book. Use your calculator to find the indicated values.

Determining Sample Size The given expression is used to determine the size of the sample necessary to estimate the proportion of college students who have the profound wisdom to take a statistics course. Find the value and round the result to the nearest whole number.

\(\frac{{{{1.96}^2} \times 0.25}}{{{{0.03}^2}}}\)

Short Answer

Expert verified

The value of the sample size that is appropriate for estimating the proportion of students who are capable of taking a statistics course is equal to 1067.

Step by step solution

01

Given information

A population of college students is considered, and it is required to estimate the proportion of students capable of pursuing a statistics course by choosing a sample from a population of sufficient size.

02

Determining the appropriate sample size

To gain knowledge about the important characteristics of a large population of units, asmall group of unitsis selected from it and is called a sample.

As the sample does not contain all of the units, it produces some errors in the estimates of the population’s characteristics, calledsampling errors. To minimise sampling errors, anadequate sample size is to be considered.

03

  Calculations involved

Using the expression, the appropriate sample size is given as:

\(\begin{aligned}{c}\frac{{{{1.96}^2} \times 0.25}}{{{{0.03}^2}}} = \frac{{0.9604}}{{0.0009}}\\ = 1067.11\\ \approx 1067\end{aligned}\)

Thus, the appropriate sample size is equal to 1067.

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Most popular questions from this chapter

Correlation. One study showed that for a recent period of 11 years, there was a strong correlation (or association) between the numbers of people who drowned in swimming pools and the amounts of power generated by nuclear power plants (based on data from the Centers for Disease Control and Prevention and the Department of Energy). Does this imply that increasing power from nuclear power plants is the cause of more deaths in swimming pools? Why or why not?

In Exercises 21–24, refer to the data in the table below. The entries are white blood cell counts (1000 cells,ML) and red blood cell counts (million cells,ML) from male subjects examined as part of a large health study conducted by the National Center for Health Statistics. The data are matched, so that the first subject has a white blood cell count of 8.7 and a red blood cell count of 4.91, and so on.

Context Given that the data are matched and considering the units of the data, does it make sense to use the difference between each white blood cell count and the corresponding red blood cell count? Why or why not?

Correlation. One study showed that for a recent period of 11 years, there was a strong correlation (or association) between the numbers of people who drowned in swimming pools and the amounts of power generated by nuclear power plants (based on data from the Centers for Disease Control and Prevention and the Department of Energy). Does this imply that increasing power from nuclear power plants is the cause of more deaths in swimming pools? Why or why not?

Identify whether the given value is a statistic or a parameter.

Titanic A study was conducted of all 2223 passengers aboard the Titanic when it sank.

In Exercises 21–24, refer to the data in the table below. The entries are white blood cell counts (1000 cells,ML) and red blood cell counts (million cells,ML) from male subjects examined as part of a large health study conducted by the National Center for Health Statistics. The data are matched, so that the first subject has a white blood cell count of 8.7 and a red blood cell count of 4.91, and so on.

Subject


12345
White8.75.97.36.25.9
Red4.915.594.444.85.17

Conclusion: If we analyze the sample data and conclude that there is a correlation between white blood cell counts and red blood cell counts, does it follow that higher white blood cell counts are the cause of higher red blood cell counts?

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