Monnie McGee

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

Statistical reasoning is multidimensional, yet evaluations of large language models (LLMs) typically emphasize response accuracy while overlooking how models construct and communicate statistical explanations. This study demonstrates the value of a multidimensional evaluation by combining response accuracy, response be...