Chapter 8: Problem 2
What are two characteristics of the best point estimator for a population parameter?
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Chapter 8: Problem 2
What are two characteristics of the best point estimator for a population parameter?
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Find a \(90 \%\) one-sided upper confidence bound for the population mean \(\mu\) for these values: a. \(n=40, s^{2}=65, \bar{x}=75\) b. \(n=100, s=2.3, \bar{x}=1.6\)
Explain what is meant by "margin of error" in point estimation.
Do you own an iPod Nano or a Sony Walkman Bean? These and other brands of MP3 players are becoming more and more popular among younger Americans. An iPod survey reported that \(54 \%\) of 12 - to 17 -year-olds, \(30 \%\) of 18 - to 34 -year-olds, and \(13 \%\) of 35 - to 54 -year-olds own MP3 players. \({ }^{6}\) Suppose that these three estimates are based on random samples of size \(400,350,\) and \(362,\) respectively. a. Construct a \(95 \%\) confidence interval estimate for the proportion of 12 - to 17 -year-olds who own an MP3 player. b. Construct a \(95 \%\) confidence interval estimate for the proportion of 18 - to 34 -year-olds who own an MP3 player.
In developing a standard for assessing the teaching of precollege sciences in the United States, an experiment was conducted to evaluate a teacher-developed curriculum, "Biology: A Community Context" (BACC) that was standards-based, activity-oriented, and inquiry-centered. This approach was compared to the historical presentation through lecture, vocabulary, and memorized facts. Students were tested on biology concepts that featured biological knowledge and process skills in the traditional sense. The perhaps not-so-startling results from a test on biology concepts, published in The American Biology Teacher, are shown in the following table. \({ }^{11}\) $$\begin{array}{lccc} & & \text { Sample } & \text { Standard } \\\& \text { Mean } & \text { Size } & \text { Deviation } \\\\\hline \text { Pretest: All BACC Classes } & 13.38 & 372 & 5.59 \\\\\text { Pretest: All Traditional } & 14.06 & 368 & 5.45 \\\\\text { Posttest: All BACC Classes } & 18.5 & 365 & 8.03 \\\\\text { Posttest: All Traditional } & 16.5 & 298 & 6.96\end{array}$$ a. Find a \(95 \%\) confidence interval for the mean score for the posttest for all BACC classes. b. Find a \(95 \%\) confidence interval for the mean score for the posttest for all traditional classes. c. Find a \(95 \%\) confidence interval for the difference in mean scores for the posttest BACC classes and the posttest traditional classes. d. Does the confidence interval in c provide evidence that there is a real difference in the posttest BACC and traditional class scores? Explain.
An experimental rehabilitation technique was used on released convicts. It was shown that 79 of 121 men subjected to the technique pursued useful and crime- free lives for a three-year period following prison release. Find a \(95 \%\) confidence interval for \(p\), the probability that a convict subjected to the rehabilitation technique will follow a crime-free existence for at least three years after prison release.
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