Report on the certification of validation data

The report will provide identification of the best certification strategy for each of the initial collections This will be reviewed against best practices also in other fields but also by discussing specific issues regarding regulatory aspects In addition a general certification strategy that could be effective for all validation data collections will be identified and discussed In parallel methods to deal with data uncertainty and missing data in validation collections will be described and analysed using existing data collections