Beyond Accuracy: A Multidimensional Evaluation of Statistical Reasoning in Large Language Models

Monnie McGee, Mateo Langston Smith, Julian Cabrera

Statistical reasoning is multidimensional, yet evaluations of large language models (LLMs) typically emphasize response accuracy while overlooking how models construct and communic…