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Advantages of the line-based KDE by design are (i) a better representation of utilization density near GPS points when compared against the BB approach, and (ii) the ability to model and retain movement corridors when compared against point-KDE.
The first approach (multiple regression on distance matrices or MRM; Legendre et al. 1994; Lichstein 2007) provides a way to statistically test the influence of a set of variables (e.g. geographic distance and land cover types) on pairwise genetic distances in a regression model and retain only those that have a significant effect.
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This simulation proceeds by randomly drawing many networks from the estimated model and retaining only those networks for which Y o = y o.
AC works by recursively subdivision of coding interval in portion to probabilistic estimates of symbols as generated by a given model and retains it to be used as the new interval for the next encoding step of the recursion [5].
For both the analysis of correlates of HIV-1 RNA detection and the analysis of correlates of HIV-1 RNA load, factors associated at p<0.15 were included in a multivariable model and retained in the final model if they were independently associated with the outcome (p<0.1).
All other variables were then re-tested in the model and retained if significant.
Risk factors were sequentially introduced into the model and retained in the model if their inclusion had a significant effect at p<0.05.
Variables with p<0.1 on bivariate testing using linear regression models were entered into a multivariate facility-level linear regression model and retained at alpha = 0.05.
For abortions, factors whose age-adjusted association was significant at p < 0.10 were included in a multivariable model, and retained if they remained associated at p < 0.10.
Factors whose age-adjusted association with the outcome was significant at p < 0.10 were included in a multivariable model and retained if they remained associated at p < 0.10.
Variables with univariate p-values < 0.2 were included in a multivariate logistic regression model and retained if their p-value was < 0.05.
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