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Chunk #78 — Demonstrations — Example 1: Effect sizes of smoking quantity and nicotine dependence within assessment waves

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A Practical Guide to Calculating Cohen's f(2), a Measure of Local Effect Size, from PROC MIXED.
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Repeating this process for the remaining assessment waves yields the local effect sizes for smoking quantity and nicotine dependence over time (Table 4). This allows a direct comparison of the two regressors, revealing that at the baseline wave, smoking quantity has a stronger relationship with smoking frequency than does nicotine dependence, while two years later, nicotine dependence has a stronger relationship with smoking frequency than does smoking quantity. These values signify approximately moderate (f 2 ≥ 0.15) to large (f 2 ≥ 0.35) effect sizes according to Cohen’s (1988) guidelines.