Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.
Antonia TsvetanovaMatthew SperrinDavid A. JenkinsNiels PeekIain E. BuchanStephanie L. HylandGlen P. MartinPublished in: MedInfo (2023)
Keyphrases
- prediction model
- simulation study
- data handling
- data management
- regression model
- data analysis
- data processing
- missing data
- monte carlo
- neural network
- predictive model
- missing values
- bp neural network
- bp network
- exponential smoothing
- stepwise regression
- fuzzy neural network
- wavelet neural network
- dynamic programming
- ls svm
- search space
- software reliability
- databases