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We checked the model fit by examining model residuals graphically using binned plots and tested for spatial autocorrelation (package ncf (Bjornstad 2016) based on Moran's I).
We checked the model fit by using posterior predictive analysis and found no evidence to suggest a lack of fit.
Hence, for analyses based on summary statistics set a) we checked the model using summary statistics set b), for the analyses using set b) we checked the model using set c), and for the analyses using set c) we checked the model using set a).
We checked the model assumptions, that is, linearity, normality, homogeneity, and serial correlation of residuals, by relevant scatter plots followed by visual inspection.
Whilst the authors' experiences necessarily informed our analysis and interpretation, we adopted a dynamic, reflexive approach to data interrogation and have checked the model with various participants who have endorsed it as consistent with their experiences and the workshop discussions.
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First, we overlaid the GPS points with roadway data in ArcGIS (ESRI, Redlands, CA) and visually checked the model-estimated in-vehicle travel points.
In practice, however, we have detected no CCO study on the relationship between air pollution and health that checked the models.
But the sculptors were using old-school methods to check the model.
Check the model adequacy.
However, several approaches exist to check the model's outcome.
Industrial data from a Greek petroleum refinery were used to develop, train and check the model.
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