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AP Statistics/Unit 3: Collecting Data
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Systematic Error and Data Transformation
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Experimental Procedure: A researcher studying radioactive decay measures the number of decay events over time. The researcher plots $$\ln(N)$$ versus time to determine the half-life of the substance. However, the researcher neglects to subtract the background radiation counts from the recorded values, causing the entire dataset to be shifted. What is the mistake?

A

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

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

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