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These variables were selected based on potential association between them and the probability of being treated, and also on their availability in the dataset.
The choice of model variables was determined by the availability in the dataset of demographic and clinical risk factors consistent with those utilised by other investigators in previous work in similar populations, 34 35 where the variable was available in our target population.
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The operationalisation of such a concept is limited by the availability of data in the dataset.
Availability of the dataset in the public domain will facilitate further analyses of specific causes and patterns of mortality.
The choice of specific countries is dictated by the availability in their datasets of the same covariates that were used before for the analysis of our case study of Spain.8.
In total we have generated more than 70,000 datasets with a complex gene-disease relationship and made these datasets available to researchers as described in the Dataset Availability section.
Moreover, locations that are close to population centers and areas with good solar and wind resource availability are also included in the dataset.
As a result, important factors such as measurable distances to health facilities, and cultural issues like feeding and childcare practices could not be considered because of their non-availability in the DHS datasets.
Thus, availability of the dataset is the major issue.
First, a set of risk and lifestyle factors including age, sex, smoking, cholesterol, BMI, systolic and diastolic blood pressure were identified based on previous studies 17 20 and availability in both the clinical dataset and the NWAHS dataset.
31 The selection of confounders was also determined by the availability of information in the datasets.
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