Evaluating the Statistical Reasoning Skills of Large Language Models: The StatQA Benchmark

Large language models (LLMs) show promise in statistical reasoning but struggle with accurately assessing the applicability of statistical methods, highlighting the need for improved reasoning mechanisms and potential for human-AI collaboration in this domain.