Usefulness of imputation for the analysis of incomplete otoneurologic data.
Jorma LaurikkalaErna KentalaMartti JuholaIlmari PyykköSeppo LammiPublished in: Int. J. Medical Informatics (2000)
Keyphrases
- data analysis
- missing data
- missing values
- statistical analysis
- data processing
- data sets
- data sources
- correlation analysis
- empirical data
- complex data
- data acquisition
- high dimensional data
- sensor data
- database
- historical data
- incomplete data
- data collection
- data points
- data quality
- knowledge discovery
- noisy data
- raw data
- small number
- high quality
- log data
- data mining techniques
- input data
- data structure
- training set
- xml documents
- image data
- prior knowledge
- synthetic data
- probability distribution
- computer systems