Missing Data Handling
DOI:
https://doi.org/10.48047/wgm6yb83Abstract
Over the most recent few years, both the rate at which digital data is being produced and the rate at which computational power is being developed have accelerated dramatically. These enable the extraction of distinctive insights from enormous databases, commonly called "big data." Data analysts understand the challenges various industries face, including healthcare, banking, e-commerce, and finance.
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References
Chen Y - C, Pattern graphs: A graphical approach to non-monotone missing data, arXiv. 2004.00744, v2, 2020.
Lin W-C, Tsai C-F. Missing value imputation: A review and analysis of the literature (2006 – 2017). Artificial Intelligence Review. 2020; Vol. 53, Issue 2, 1487 – 1509.
Rubin, D. B., & Little, R. J. A. (2019). *Statistical Analysis with Missing Data* (3rd ed.). Wiley.
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