Deep learning versus conventional methods for missing data imputation: A review and comparative study
Yige Sun, Jing Li, Yifan Xu, Tingting Zhang, Xiaofeng Wang
Topics & Concepts
Missing dataImputation (statistics)Computer scienceArtificial intelligenceRobustness (evolution)Deep learningEmbeddingMachine learningSample size determinationInferenceData miningStatisticsMathematicsChemistryGeneBiochemistryStatistical Methods and Bayesian InferenceStatistical Methods and InferenceBayesian Methods and Mixture Models