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Below we summarize the information regarding the specification of effect estimates, air quality, populations, and baseline health data that we described above as being most helpful to risk assessors and epidemiologists conducting meta-analyses.
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16 As the specifications of effect estimates varied across studies (based on categories or per unit increase in Gini), we standardised them so that they represented effects per 0.05 unit increase in Gini (about equivalent to 2.0-2.5 SD of the US state Gini).
(2) We also explored a categorical specification of the effect of age at diagnosis comparing cases to controls.
As a result, establishing any specification of the effects of CT programs remains difficult.
Observed HR and GS values display linear trends when compared to values predicted by the top-ranking models (Fig. 2a b), indicating that specification of main effects only did not result in poor fit due to omission of any major interaction terms.
Similarly, although we model under the simplistic assumption of additive effects and no local epistasis, these assumptions could be relaxed by a more sophisticated specification of locus effects, for example, using the group LASSO [Meier et al., 2008; Yuan and Lin, 2006] or a similar structured penalization scheme.
Besides the fixed effects element, the multilevel model provides extensive options to account for statistical uncertainty via the specification of random effects.
As in Table 5, in columns (4) to (6) I change the specification of fixed effects.
In Columns (4) through (6), I change the specification of fixed effects.
3.3, we also employ a linear specification of network effects, counting the number of active Men and Women as the relevant user bases.
Specification of seasonal effects and PACF coefficients were estimated from data in the DAMAT study [ 6] (see Additional file 2: Table S1).
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