Samiya Alam

An Ensemble-Based Framework for Enhanced Missing Data Imputation

2025

Missing data is a pervasive issue in many real-world datasets, often leading to biased estimates, reduced statistical power, and invalid conclusions if not properly addressed. Traditional imputation methods, such as mean, median, and K-nearest neighbors …