Visualizing and Understanding Large-Scale Assessments in Mathematics through Dimensionality Reduction

Esdras Medeiros, Jorge Lira, Romildo Silva +1

In this paper, we apply the Logistic PCA (LPCA) as a dimensionality reduction tool for visualizing patterns and characterizing the relevance of mathematics abilities from a given p…