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How can I update a shift detected in a new tool to effect my predictive Model?

I have done a DOE and developed a LMS model and NN model for prediction purposes. On a new tool we ran some tests and noticed a slight shift, now I would like to build on previous interactions we already discovered but add the appropriate shifts to improve the predictions. Any suggestions?

Advanced Statistical Modeling

Basic Data Analysis and Modeling

Design of Experiments

Predictive Modeling and Machine Learning

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