softImpute

New research suggests adding noise to imputed data prevents bias in ML analyses

A new paper argues that minimizing Mean Squared Error (MSE) for imputing missing values in machine learning can introduce biases in downstream analyses. The research demonstrates that adding noise to imputed values, a s…