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Blood tests may also be Nicotine blood tests can tell you whether or not nicotine is present (qualitative) and how much nicotine is present (quantitative)

Am J Epidemiol 156:813823

Addictions regularly have an effect on peoples judgement, and consequently, their behavior

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I suspect the authors chose the latent class approach because it allowed them to make use of all the data, and to include participants with missing data at some timepoints, and this was probably a sensible decision