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The design of models of a circuit for error detection and correction that is used between the microprocessor and memory fulfil the error-control function, which performs flow-through error detection and correction of data written to, and read from the memory.
The EPTS had numerous range checks and cross-checks to enable immediate detection and correction of data entry errors.
Checking and correction of data were required before the data could be used: a common problem was erroneous units, values below detection limits coded in different ways, as well as numerous other irregularities; Data quality was further checked by revealing outliers and testing well established relationships (e.g., between conductivity and alkalinity, chlorophyll -a and TP).
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Double data-entry using Epi-Data 3.1 was performed to check for inconsistent values for each variable, and correction of data-entry errors was based on the actual data from the completed questionnaires.
The database is also accompanied with a tool which allows not only online data collection but also data verification and correction of erroneous data.
After stringent mapping and correction of suspicious data, the segregation data belonging to each wheat chromosome were pooled and re-analysed in Carthagene using less stringent grouping thresholds (rec freq = 0.3 LOD = 3).
Indeed, the applied model for the calibration and correction of vector data has reduced to values below 0.5 nT the scalar differences between the Swarm magnetometers.
To ensure that all the records to be accurate and complete, on-site physician/investigator and coordinators cross checked all the variables and values, along with visiting, telephone or e-mail communication, for verification and correction of the data.
Appropriate quality assurance systems should be in place to facilitate identification and subsequent correction of data errors.
Normalisation and background correction of data was done by quantile RMA analysis using the ArrayStar software (DNASTAR).
It is therefore essential that data quality control the detection, review and correction of errors in data that have been collected begins in the design stage of prospective studies and continues throughout data collection [ 2, 5- 8].
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