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| Statistical data preparation: management of missing values and outliers |
| Sang Kyu Kwak, Jong Hae Kim |
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Korean J Anesthesiol. 2017;70(4):407-411. Published online July 27, 2017 DOI: https://doi.org/10.4097/kjae.2017.70.4.407 |
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Statistical data preparation: management of missing values and outliers Korean Journal of Anesthesiology. 2017;70(4):407  Outliers and Missing Data Fundamental Statistical Principles for the Neurobiologist. 2016;183-199 Handling Missing Values and Outliers in Advanced Data Pre-processing: An Enhancement of Diabetes Classification Accuracy . 2023; Robust estimation of AR coefficients under simultaneously influencing outliers and missing values Journal of Statistical Planning and Inference. 2011;141(9):3276-3288 Inference Progress in Missing Data Analysis from Independent to Longitudinal Setup Lecture Notes in Statistics. 2013;95-116 Enhancing Precision in Large-Scale Data Analysis: An Innovative Robust Imputation Algorithm for Managing Outliers and Missing Values Mathematics. 2023;11(12):2729 Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers 2021 IEEE 37th International Conference on Data Engineering (ICDE). 2021; ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers Lecture Notes in Statistics. 2013; Removal of Outliers and Missing Values in Diabetes Dataset Using Ensemble Method Lecture Notes on Data Engineering and Communications Technologies. 2022;335-342 Data Prep 3-1: Filling Missing Values With Constants Handbook of Statistical Analysis and Data Mining Applications. 2018;529-538 |
