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Based on the simulation results, it is evident that the proposed MEWMA and MCUSUM methods act relatively better than the T2 chart in detecting shift in the parameters of profile; conversely, the proposed T2 chart performs better than the MEWMA and MCUSUM in detecting shift in the variation.
Consequences of simulation run in the previous section leads us to use MEWMA and MCUSUM which have relatively similar performance on detecting shift in the profile parameters rather than the T2 method.
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