A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors.

Ruairi O'DriscollJ TuricchiCristiana DuarteJ MichalowskaS C LarsenA L PalmeiraB L HeitmannG W HorganR J Stubbs

Published in: PloS one (2020)

Individual centred imputation approaches (NoHoW method, Kalman imputation and individual Multiple imputation) offer an effective means to reduce the biases associated with missing data from activity monitors and maximise data retention.

Keyphrases

electronic health record
big data
data analysis