tirthajyoti / doepy

Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/
MIT License
143 stars 41 forks source link

Analyzing doe? #6

Closed matalab closed 3 years ago

matalab commented 4 years ago

Hello, Once doe is generated and results acquired, how to analyze results? Do you have plans to integrate corresponding statistical analysis tools (such as ANOVA, regression etc.) into the doepy or can you advise which respective python libraries to use for results analysis?

tirthajyoti commented 3 years ago

Use Scipy or statsmodels for any such standard analysis.

For linear regression, I have written a small and lightweight package called MLR. You can try it. Read the docs here.