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What is the point estimator of the population proportion, \(p\) ?

Short Answer

Expert verified
The point estimator for the population proportion \(p\) is the sample proportion \(\hat{p} = \frac{x}{n}\), where \(x\) is the number of successes in the sample, and \(n\) is the sample size.

Step by step solution

01

Understanding The Point Estimator

In statistics, when we do not know the exact value of a population parameter, like a population proportion \(p\), we use point estimation. A point estimator is a single value (statistic) that we calculate from sample data and use as a 'best guess' or estimate of a population parameter.
02

Identifying The Formula For Point Estimator Of Population Proportion

The sample proportion \(\hat{p} = \frac{x}{n}\) is a point estimate of the population proportion \(p\). Here, \(x\) represents the number of successes in the sample, and \(n\) is the sample size.
03

Use of formula in point estimator

To establish how close the estimate \(\hat{p}\) is likely to be to the actual population proportion \(p\), we would typically calculate a confidence interval around the point estimate.

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Most popular questions from this chapter

A researcher wants to determine a \(99 \%\) confidence interval for the mean number of hours that adults spend per week doing community service. How large a sample should the researcher select so that the estimate is within \(1.2\) hours of the population mean? Assume that the standard deviation for time spent per week doing community service by all adults is 3 hours.

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