LLMs for Statistical Analysis and Statistical Computing

Frank E Harrell Jr

Department of Biostatistics
Vanderbilt University School of Medicine
Nashville Tennessee USA

Resources

• Thoughts About the Roles of AI for Statistics
• A survey on large language model-based agents for statistics and data science by M Sun et al
• Claude skills for R users by Isabella Velásquez
• Using LLMs for advanced data.table programming
• Statistics agent skills
• Thoughts About the Roles of AI for Statistics
• Frank Harrell statistics and R skills
  • Example Claude AI chat based on version 1 of the rms skills
  • Other examples
• marginaleffects skills
• Referee 2 skills