D. Tolentino

Vibe Coding for Statistical Analysis Using Large Language Models.

While vibe coding has the potential to reduce barriers to data analysis for researchers, this case study demonstrated that it can produce both valid and invalid outputs and that foundational statistical training, knowledge, understanding, and methodological expertise remain paramount when using it.