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A new Hybrid Exponentially Weighted Moving Average Control Chart: A new Hybrid Exponentially Weighted Moving Average Control Chart Using Mixture Ratio Estimator of Mean
Hafiz Zain Pervaiz; Syed Muhammad Muslim Raza (Autor)
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Lap Lambert Academic Publishing
· Tapa Blanda
A new Hybrid Exponentially Weighted Moving Average Control Chart: A new Hybrid Exponentially Weighted Moving Average Control Chart Using Mixture Ratio Estimator of Mean - Hafiz Zain Pervaiz; Syed Muhammad Muslim Raza
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Reseña del libro "A new Hybrid Exponentially Weighted Moving Average Control Chart: A new Hybrid Exponentially Weighted Moving Average Control Chart Using Mixture Ratio Estimator of Mean"
We have proposed a New Hybrid Exponentially Weighted Moving Average HEWMA control chart. The proposed control chart is based on a mixture ratio estimator of the mean using a single auxiliary variable and a single auxiliary attribute (Moeen et al., 2012). We call it as Z- HEWMA control chart. The proposed control chart performance is evaluated using out-of-control-Average Run Length (ARL1). The control limits of the proposed chart is based on the estimator, its mean square errors. A simulated data is used to compare the proposed Z-HEWMA, traditional/simple EWMA chart and CUSUM control chart. From this study, the fact is revealed that Z-HEWMA control chart shows more efficient results as compared to traditional/simple EWMA and CUSUM control charts. The Z-HEWMA chart can be used for efficient monitoring of the production process in manufacturing industries where auxiliary information about a numerical variable and an attribute is available.
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