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AP Statistics/Unit 3: Collecting Data
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Systematic Error and Data Transformation

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To determine the half-life of a radioactive substance, a researcher measures the number of decay events, $N$, over time. The analysis involves plotting $\ln(N)$ versus time to obtain a linear graph. However, the researcher neglects to subtract the constant background radiation from each measurement. What is the primary consequence of this error?

A

The researcher’s mistake is that they should have plotted N (not its logarithm) versus time to obtain a straight-line relationship.

B

The error arises because the natural logarithm was applied instead of the common logarithm, which is required in half-life calculations.

C

The researcher failed to subtract the background radiation, which introduces systematic error into the logarithmic plot and leads to inaccurate determination of the half-life.

D

The mistake is that plotting ln⁡(N)\ln(N) versus time is not a valid method for determining half-life in any radioactive decay experiment.

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