DE Mastering JMP: Which model to use when?The models you use depend on your data, the questions you want to answer, and the problems you want to solve. Learn how to make data-driven decisions by working through case studies that illustrate how to identify, adapt, and evaluate the models that might be most useful for achieving your analysis goal.
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Further resources:https://community.jmp.com/t5/Learning-Center/Which-Model-When/ta-p/650605
Advanced Statistical Modeling
Basic Data Analysis and Modeling
