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Model screening vs Model Comparison
I aggregated data from various DoEs into a single data matrix table. Now, I'm trying to select the best predictive model to fit my data.
Which jmp platform is the best? Should I use model comparison or model screening? I'm not sure which platform suits my purpose and my data. Is there literature or a webinar I can use to understand the main differences between the two platforms?
Thank you so much.
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Re: Model screening vs Model Comparison
Between model comparison or model screening , I believe that Model Screening is what you need. Because Model Comparison requires you to build models first and generate prediction columns from those models. It sounds like that you don't know any specific models that you favor yet. Then Model Screening provides you a list of popular predictive models.
You can enter multiple Y's as you see. In general, your decision still needs to be made for one response at a time. The software is designed to help you to find the best model for every Y. If your overall criteria is different from "finding best model for individual Y", then you need to elaborate.
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Re: Model screening vs Model Comparison
What is your purpose? Are you searching for an explanatory model or a predictive model?
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Re: Model screening vs Model Comparison
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Re: Model screening vs Model Comparison
Between model comparison or model screening , I believe that Model Screening is what you need. Because Model Comparison requires you to build models first and generate prediction columns from those models. It sounds like that you don't know any specific models that you favor yet. Then Model Screening provides you a list of popular predictive models.
You can enter multiple Y's as you see. In general, your decision still needs to be made for one response at a time. The software is designed to help you to find the best model for every Y. If your overall criteria is different from "finding best model for individual Y", then you need to elaborate.
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Re: Model screening vs Model Comparison
Watch this: