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Improperly lit charcoal You can find yourself in headaches-vile when you use charcoal thats lit partially or still in the lighting process as you inhale

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For example, nicotine might appear as both a gas and a particle (solid/liquid) in a particular sample of tobacco smoke

A constant cough may be the sign of something more serious such as chronic bronchitis or emphysema

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Applying Bayess rule, we have odds(smoker | cancer) = odds(smoker) * p(cancer | smoker) / p(cancer | non-smoker) Rearranging terms, we can solve for the risk ratio: p(cancer | smoker) / p(cancer | non-smoker) = odds(smoker | cancer) / odds(smoker) = 16 Thats the answer I had in mind, but let me address an objection raised by one poll respondent, who chose Other because, You cant draw casual inferences from observational data without certain assumptions which Im unwilling to make. Thats true