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How to Do Regression Analysis with ChatGPT

Using a worked example, this guide teaches non-statisticians how to prepare clean CSV data, prompt ChatGPT to run a regression identifying dependent and independent variables, and interpret the resulting equation, R-squared, and p-values, plus generate a scatterplot with a fitted line. It closes with an explicit warning that regression does not establish causation.

Task
Data & analysis
Time
20 min
Level
beginner
Cost
Free — Nothing to pay. A free account at most.
Tools
ChatGPT
Published
2025-04-22