Longfei Zhang

Columnwise neural imputation for incomplete ordinal psychometric data.

COLNI (pronounced “col-knee”) is an ANN-based framework for imputing missing values in tabular data, with a particular focus on ordinal response scales frequently encountered in education, psychology, behavioral science, and related domains. Extensive simulation studies and real-...