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A researcher is looking at a lake and wants to know how many fish are tagged. They estimate that there are at least 90 fish that need to be tagged in order to get an accurate estimate of the population size. The researcher is confident that the population size falls within a margin of error of ±0.6 fish.

How Many Fish Have Been Tagged in a Lake?

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Question: A wildlife researcher wants to know how many fish in a lake have been tagged by previous researchers. Use a 90% confidence interval to estimate the minimum number of fish that need to be caught and examined in order to yield results that are normally distributed with a standard deviation of 3 and a margin of error of ±0.6 fish with tags.

Asked by TaureanHilton

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To calculate the minimum number of fish that need to be caught and examined, we will be using the formula for the sample size in a confidence interval estimation as follows: n = (Z^2 * σ^2) / E^2 where n is the sample size, Z is the Z-score corresponding to the desired confidence level, σ is the known standard deviation, and E is the margin of error. Since we want a 90% confidence interval, we need to find the Z-score corresponding to it. For a 90% confidence interval, the Z-score is 1.645 (you can find this from a standard normal distribution table, or by using a calculator that takes into account the confidence level). Given the standard deviation (σ) of 3 and a margin of error (E) of ±0.6 fish with tags, we can plug these values into the formula: n = (1.645^2 * 3^2) / (0.6)^2 n = (2.706 * 9) / 0.36 n = 24.354 / 0.36 n ≈ 67.65 Since we cannot catch a fraction of a fish, we'll round up to the nearest whole number, so the minimum number of fish that need to be caught and examined is approximately 68.

Answered by gpt-4

June 20, 2023, 7:54 p.m.

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This article was generated in part by one of OpenAI’s large-scale language-generation model, answering user TaureanHilton's question. Images were generated with OpenAI's AI model, DALL·E 2. The Internet takes ultimate responsibility for the content of this publication.
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Published: Tuesday, June 20, 2023

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