A review of the current publication trends on missing data imputation over three decades: direction and future research

• Main Authors: Adnan, Farah Adibah, Jamaludin, Khairur Rijal, Wan Muhamad, Wan Zuki Azman, Miskon, Suraya
• Format: Article
• Published: Springer Science and Business Media Deutschland GmbH 2022
• Subjects: Q Science (General); T58.5-58.64 Information technology
• Online Access: http://eprints.utm.my/103382/; http://dx.doi.org/10.1007/s00521-022-07702-7
• Institution: Universiti Teknologi Malaysia

Studies on missing data have increased in the past few decades. It is an uncontrollable phenomenon and could occur during the data collection in practically any research field. Numerous missing data imputation techniques are well documented in the literature. However, very few studies have systemati...