Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research.
Yizhao ZhouJiasheng ShiRonen SteinXiaokang LiuRobert N. BaldassanoChristopher B. ForrestYong ChenJing HuangPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- missing data
- missing values
- incomplete data
- data sets
- missing information
- low rank
- structure from motion
- multiple imputation
- matrix factorization
- noisy data
- data analysis
- original data
- motion segmentation
- raw data
- data points
- database
- high dimensional data
- data representation
- low dimensional
- imprecise data
- missing entries
- data imputation