/*! 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} Problem 26 The supervisors of a rural count... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

The supervisors of a rural county are interested in the proportion of property owners who support the construction of a sewer system. Because it is too costly to contact all 7000 property owners, a survey of 500 owners (selected at random) is undertaken. Describe the population and the sample for this problem.

Short Answer

Expert verified
In this problem, the population consists of all 7000 property owners in the rural county, while the sample is the 500 property owners selected at random for the survey. The supervisors aim to understand the proportion of property owners supporting the construction of a sewer system based on the sample.

Step by step solution

01

Identify the Population

In this problem, the population refers to the entire group of interest. In this case, it is all the 7000 property owners in the rural county. The supervisors want to know the proportion of property owners who support the construction of a sewer system among this population.
02

Identify the Sample

Sample refers to the subset of the population chosen for the study or survey. In this case, the sample is the 500 property owners selected at random from the population of 7000 property owners. The survey will be conducted on these 500 property owners to understand the proportion supporting the construction of the sewer system. To summarize: - Population: All 7000 property owners in the rural county. - Sample: 500 property owners randomly selected from the rural county's population.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Statistical Population
In statistics, understanding the 'statistical population' is paramount. This term refers to the complete set of entities relevant to a particular statistical question. For instance, if we're interested in the attitude of property owners towards the construction of a new sewer system, the statistical population would include every single property owner in the area under consideration.

Using the exercise as an example, the county supervisors want to gauge the support of the sewer system among property owners in the rural county. Their population is the entirety of 7,000 property owners. It's crucial to accurately define the population for any survey or experiment, as it determines the scope and relevance of the findings. An incorrectly defined population can lead to inaccurate conclusions and undermine the validity of the study.
Random Sampling
Moving on to 'random sampling', this is a technique used in statistics to select a representative subset from the larger statistical population, ensuring that each individual has an equal chance of being chosen. Random sampling helps limit bias, making it one of the most reliable methods for gathering data that reflects the whole population.

As demonstrated in the given exercise, the supervisors choose 500 out of 7,000 property owners randomly for their survey. This random selection ensures that the sample is not skewed towards a particular group within the population, offering a fair picture of the community's opinion. Random sampling is not just a theoretical principle but a practical approach to conducting research in a way that makes the results as generalizable as possible.
Survey Methodology
When it comes to 'survey methodology', we're talking about the strategies and procedures involved in collecting data from a sample. This methodology includes designing the survey, deciding on sample size, determining how to select the sample, framing the questions, and administering the survey.

In our exercise, the supervisors are using a survey to understand the property owners' support. A good survey methodology is vital to ensure that the data collected is reliable and can be used to make informed decisions. Crucial to this methodology is the way participants are selected - which should be random to prevent biases - and how the questions are posed, as these factors greatly influence the quality and integrity of the survey's results.
Proportion Estimation
Lastly, 'proportion estimation' is a statistical process of determining the ratio of a certain subgroup within a population. In the context of our exercise, the supervisors aim to estimate the proportion of property owners who back the sewer system initiative.

To do this, they will analyze the survey responses from the random sample of 500 property owners and use this data to estimate the proportion for the entire population of 7,000 owners. Proportion estimation is a powerful tool as it enables researchers and decision-makers to extrapolate insights from a sample to a larger population, thus providing an understanding of the broader context without the need to survey every individual.

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Most popular questions from this chapter

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