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Logistic regression analysis sought to identify the contribution of each variable to the risk of neoplastic disease multivariably utilising the complete data set of 300 patients in the final logistic regression model, including 95 patients with malignant or pre-malignant pathology.
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For the statistical modelling we utilised observations with complete data only on all variables (fig 1).
These include the simple deletion approaches of complete case analysis, where only the cases with complete data for all collected variables are analysed, available case analysis, where the cases with complete data for the variables in the fitted model are analysed utilising the largest possible data set, and variable omission (Vach, 1997), where the incomplete variable is excluded from the model.
Mathibela says authorities can benefit simply by properly utilising the data already at their fingertips.
"We really excel in utilising the data store that the user has lying around like garbage," Miller says.
Utilising the data collected in EMRs is necessary to improve clinical research efficiency.
We linked publications and reports that utilised the same data to avoid replication in the analysis.
We utilised the imputed data for the SNPs of interest in this study.
But ICT4D researcher, Tony Roberts, challenges that assumption: "Just because data is 'open' it doesn't mean that all social groups have equal opportunity to utilise the data.
This study utilised the data from NDHS 2011.
To ensure nesting, only observations from 2679 entrants with complete data were utilised, out of the total of 4456 individuals (60%).
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