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For data scientists and engineers using Python, the pyDoE package constructs standard experimental designs, while statsmodels handles the underlying regression analysis and optimization.

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Tools to find optimal process settings and map multi-variable spaces.

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If budget constraints prevent purchasing a commercial license, several robust, free, and open-source tools can perform complex Design of Experiments and statistical analyses safely: