Strategies for Missing Data: Imputation vs Deletion
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Data Mining: Concepts and Techniques, Jiawei Han, Micheline Kamber, and Jian Pei, 2011 (Elsevier) - Comprehensive textbook detailing data preprocessing methods, including strategies for handling missing data, their benefits, and drawbacks.
Missing Data, Paul D. Allison, 2001Quantitative Applications in the Social Sciences, Vol. 136 (SAGE Publications, Inc.)DOI: 10.4135/9781412984183 - A classic guide providing an understanding of missing data issues and basic handling approaches.