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Because data gathered across studies are unbalanced with respect to predictor variables, ignoring the Study effect has as a consequence that the estimation of parameters (slopes and intercept) of regression models can be severely biased.
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Logistic regression thrives on providing risk estimates, in particular conditional odds ratio estimates, with respect to predictors within the model.
Here, the ambiguity with respect to the predictor weights (W_{ text {main})}^) is quite pronounced.
This method is akin to treating institutional conditions as if they were randomly assigned across countries with respect to our predictor variables.
A more detailed examination of the findings with respect to the predictor variables is published elsewhere [ 39].
With respect to every predictor variable, significant differences in prehospital treatment were detected between patients transported by HEMS compared to GEMS.
In spite of being linear with respect to the predictor variables, multiple linear regression models fail to incorporate the underlying non-linear relationships, if it exists, between the predictors and the response variable.
The combined distributions of AGB field estimates with respect to LiDAR predictors were visually assessed to come from the same distribution in both study sites with both field data, Comm and Prof, see Fig. 3.
With respect to the predictors of the intention to use condoms, our findings demonstrate a clear difference between adolescents with and adolescents without previous sexual experience.
In patients with a FFbH <67, however, BIOL patients differed significantly with respect to important predictors of functional remission from controls at baseline.
We also provide further details on the combined regression model we used to estimate the odds ratios of marginal smoking and concordance with respect to various predictors.
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