Last observation carried forward or next observation carried back are common statistical approaches to the imputation of missing data in time series; both can introduce error if the data has a clear trend and make assumptions that might not reflect the true mood state of that particular patient.
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Reporting guidelines on remotely collected electronic mood data in mood disorder (eMOOD)-recommendations.
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