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Chunk #24 — 2. Methods — 2.2. Variable definitions — 2.3.1. Analyses

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Parent, sibling and peer influences on smoking initiation, regular smoking and nicotine dependence. Results from a genetically informative design.
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Prior to adopting the multinomial logistic regression model (i.e., generalized logistic regression model); each logistic regression model with the 4-level offspring smoking outcome was tested to determine if the assumption of proportional odds was met (i.e., ordinal pattern of the 4-level smoking outcome variable). The test yielded a significant violation of the proportional odds model (p<0.05), so the multinomial logistic regression model was adopted for all analyses.