Determine whether the given value is a statistic or parameter.A sample of 100 employees of a company is selected, and the average age is found to be 38 years.
Question
Determine whether the given value is a statistic or parameter.
A sample of 100 employees of a company is selected, and the average age is found to be 38 years.
Solution
1. Break Down the Problem
To determine whether the value provided (average age of 38 years) is a statistic or a parameter, we need to identify the difference between the two concepts:
- A parameter is a characteristic or measure obtained by using all the data from a specific population.
- A statistic is a characteristic or measure obtained by using data from a sample of the population.
2. Relevant Concepts
In this scenario:
- The entire group of employees in the company represents the population.
- A sample of 100 employees is taken from that population to calculate an average.
3. Analysis and Detail
- The average age of 38 years is calculated from the sample of 100 employees.
- Since the average age is derived from a sample rather than the entire population of employees in the company, it is classified as a statistic.
4. Verify and Summarize
The value of 38 years is not the average of the entire population of employees but rather derived from a subset of that population. Therefore, it qualifies as a statistic.
Final Answer
The average age of 38 years is a statistic because it is based on a sample of 100 employees, not the entire population.
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A parameter is a characteristic, like mean or median, that describes the population, while a statistic is a characteristic that describes a sample.
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