MEHRA data and model for the English regions

<p><strong>M</strong>ulti-dimensional <strong>E</strong>nvironment-<strong>H</strong>ealth <strong>R</strong>isk <strong>A</strong>nalysis (<strong>MEHRA</strong>) data and model for the English regions</p> <p>This archive contains 4 objects in RDS (R Data Storage) format:</p> <ul> <li><strong>Training </strong>and <strong>testing</strong> datasets - These have been assembled to carry out the experiments described in the paper 'Modelling air pollution, climate and health data using Bayesian Networks: a case study of the English regions' by Vitolo et al. (currently under review)</li> <li><strong>BN model </strong>and <strong>DAG</strong> - These are the bayesian network and DAG resulting from the experiment described in the paper 'Modelling air pollution, climate and health data using Bayesian Networks: a case study of the English regions' by Vitolo et al. (currently under review)</li> </ul> <p>The paper contains full details of the features, below is a short summary:</p> <ul> <li>Data were collected in England (United Kingdom) from 1981 to 2014.</li> <li>Mortality counts were obtained from the Office for National Statistics (ONS)</li> <li>The counts were standardized based on yearly regional population estimates obtained from the MYEDE dataset.</li> <li>Data from air quality monitoring stations were obtained from the UK Air Information Resource service hosted by the Department for Environment, Food &amp; Rural Affairs (DEFRA).</li> <li>Weather variables derive from ECMWF ERA-Interim (global re-analysis dataset)</li> </ul>