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Diagnostic tests for these models (Tukey tests for non-additivity plus lack of fit tests for plots of Pearson residuals and Breusch-Pagan tests for heteroscedasticity) showed that these models fitted the data well.
Diagnostic tests for these models (Tukey tests for non-additivity plus lack of fit tests for plots of Pearson residuals and Breusch-Pagan tests for heteroscedasticity) showed that improved versions of models 1.1 and 1.2 could be obtained by log transforming the dependent variable (vote share).
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Therefore, tests for plot design should be carried out in each country for each stratum, resulting in a plot scheme being adopted for each stratum.
We also tested for plot-specific effects of treatment or DBH, i.e. random slopes.
To avoid subjectivity in the interpretation of funnel plots, we tested for plot symmetry by Egger's regression test [ 15].
We constructed funnel plots for weight estimates for untreated patients and patients treated with nicotine replacement therapy, bupropion, and varenicline at three and 12 months to test for plot symmetry, in order to detect any publication bias.
Publication bias is also estimated using a variety of qualitative and quantitative methods, including funnel plots, Egger regression tests for funnel plot asymmetry, and trim-and-fill methods [ 13].
We produced nested loop plots for another simulation study comparing tests for funnel plot asymmetry [ 7].
If we are able to pool more than 10 trials, we will create and examine a funnel plot to explore possible small study biases for the primary outcomes by assessing funnel plot asymmetry visually and by using formal tests for funnel plot asymmetry (Egger 1997; Harbord 2006).
Tests for funnel plot asymmetry were not done as the Cochrane handbook for systematic reviews recommends that tests for funnel plot asymmetry should be used only when there are at least 10 studies included in the meta-analysis [ 45].
Further some methodologists discourage reviewers from using tests for funnel plot asymmetry if I2 > 50% [ 26].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com