Determine whether each number describes a population parameter or a sample statistic. Explain. In a recent year, the average evidence-based reading and writing score on the SAT was 528. (Source: College Board)
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Understand the definitions: A population parameter is a numerical value that describes a characteristic of an entire population, while a sample statistic is a numerical value that describes a characteristic of a subset (sample) of the population.
Identify the context of the problem: The problem states that the average evidence-based reading and writing score on the SAT was 528 for a recent year. This value is based on all test-takers in that year, as it is provided by the College Board, which collects data for the entire population of SAT test-takers.
Determine whether the value represents a population parameter or a sample statistic: Since the value of 528 is based on the entire population of SAT test-takers for that year, it is a population parameter.
Explain the reasoning: A population parameter is used when the data represents the entire group being studied. In this case, the College Board has access to the scores of all SAT test-takers, so the average score of 528 is a parameter, not a statistic.
Conclude: The number 528 describes a population parameter because it summarizes a characteristic (average score) of the entire population of SAT test-takers for that year.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Population Parameter
A population parameter is a numerical value that summarizes a characteristic of an entire population. It is a fixed value, often unknown, and is typically estimated through statistical methods. In the context of the SAT score, if the average score of 528 represents all test-takers in a given year, it is a population parameter.
A sample statistic is a numerical value that summarizes a characteristic of a sample, which is a subset of the population. Sample statistics are used to estimate population parameters and can vary from sample to sample. If the average SAT score of 528 was calculated from a smaller group of test-takers rather than all, it would be considered a sample statistic.
Descriptive statistics are methods for summarizing and organizing data to describe the main features of a dataset. This includes measures such as mean, median, mode, and standard deviation. The average SAT score of 528 is an example of descriptive statistics, as it provides a summary measure of the reading and writing scores for the population or sample in question.