A Data-Driven Imputation Scheme for Cohort Studies: A Collegiate Basketball Casestudy

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Srishti U. Sharma, Vishal Barot, Srikrishnan Divakaran, Tolga Kaya, Christopher Taber, Mehul S. Raval

Published: 2025, Last Modified: 12 Nov 2025ISACE 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Missing data remains a critical challenge in cohort studies. This study introduces a novel missing value imputation technique that integrates feature sensitivity and factor analysis with clustering and predictive modelling to enhance accuracy, reliability, and interpretability.