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Analysis of Data Using Mean and SD

I wanted to know if there is a way to run models and perform data analysis when the data is only available as means and standard deviations. While modeling generally uses the mean and standard deviation as metrics to analyze and model data, JMP calculates them and then uses them for your chosen method. Unfortunately, my partners only have the data available as the means and SD per formulation. Thank you very much, and have a great day. I appreciate your time and expertise. 

1 REPLY 1
statman
Super User

Re: Analysis of Data Using Mean and SD

I'm sorry if I don't understand your question.  I think it is appropriate to look at the raw data before summarizing and describing the raw data with enumerative statistics (e.g., mean and standard deviation).  Are those the appropriate statistics to use?  Once you have the summary statistics, you can certainly model them.  I would first look to see if they correlate, then run separate fit models to asses model effects.

"All models are wrong, some are useful" G.E.P. Box

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