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Using a random effects model, the summary OR estimate for the association between current NSAID use and non-fatal MI was 1.30 (95% CI, 1.20 1.41) compared with 1.02 (95% CI, 0.89 1.17) for fatal MI (Figure 2).
The third model, the summary score, was simply the unweighted sum of the dichotomized variables.
Multiple linear regression was used to model the summary scores for HIV knowledge and TB knowledge separately.
In the fixed-effects model the summary effect size for benzene exposure was 1.40 (95% CI, 1.23-1.57), indicating a significantly increased risk of leukemia.
In the fixed-effects model, the summary OR of asthma was 1.55 (95% CI, 1.18 2.05), and the study-specific effect estimates were homogeneous [ Q statistic (3 degrees of freedom), 1.701; p = 0.637].
After detailing the HABC model, the summary statistics and the HABC implementation, we test these two biogeographic hypotheses given two comparative phylogeographic datasets: mtDNA CO1 data collected from multiple cowrie gastropod species that are endemic to the Hawaiian and Marquesan archipelagos.
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So far in this paper we have modelled the summary statistics across studies, i.e. the Y ij s, and assumed they are normally distributed.
The two models included the standard model, in which both continuous and discrete variables were included and weighted according to the β-coefficients in the multivariate logistic model, and the summary score model, which was the sum of variables dichotomized at clinically relevant cut points.
We validated two of the initial predictive models, the standard model and the summary score, developed in the previous article using the validation cohort (9).
Information for the best model describes the summary of the model being selected for the phylogenetic inference.
This section presents the main statistical modeling performed within this research, in particular the probit choice models, the structural equation model and the summary analysis of the factors discouraging the use of public transport.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com