Codes to simulate the theoretical insights in the paper Data Science Approach to Process Control
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sim_var_model_final.R- This code runs the simulation studying the impact of auto-correlation and batching on the optimization of a machine learning model with respect to each unit versus an aggregate.
- This code relates to section 3 Optimizing the Aggregate
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sim_manipulated_quality.R- This code runs the simulation of the model of quality measures that accounts for manipulation in measurements
- This code relates to section 4 of the paper on Proportions Control Chart