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Topic:
What Are the Limits of Statistics?
Essay Instructions:
What Are the Limits of Statistics?
Statistics can help accurately describe social and behavioral phenomena (if the underlying measures are accurate), but they can also misrepresent them. Statistics can be manipulated or, at least, their limitations can be obfuscated when communicating results.
Develop an original response describing a real-world example where statistics might be used to misrepresent data or where they might not fully represent an underlying truth without adequate disclosure of the limitations of what the data can and can’t say about something. You might discuss:
political polls with wide errors of margin,
earnings before interest, taxes, depreciation, and amortization (EBITDA) projections for a tech startup seeking venture capital, or
patient satisfaction scores across a healthcare system.
Essay Sample Content Preview:
Statistics of Limit
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July 10, 2024
Statistics is essential in organizing and making sense of social and behavioral facts. It offers a perfect method of classifying data systematically with the benefits of accessing hidden information. However, the strength of statistics also includes its weaknesses. Such limitations could lead to the misuse of data or general misinterpretation if not described and explained by the analyst.
Election surveys then seek a prediction of the public's general behavior where researchers only choose a small segment to represent the population. However, these polls are generally characterized by a strict research methodology with significant potential errors. In the 2016 U. S. election, most polls pointed to Hillary Clinton clinching the presidency, but instead, she only won the majority of the votes cast all over the country. She did not win the constitutional provision known as the Electoral Co...
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