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Enhanced Model for Monitoring and Quality Control Using the Control Chart for Binomial Regression with Application

Year: 2024

Type: article

Abstract: The aim of this study is to use a new approach called the Shewhart control chart with binomial regression, but under this condition, there was a multicollinearity problem in binomial regression model, and solving this problem by principal component, binomial regression with control chart is a statistical method used in quality control to monitor and improve the quality of products or services. This method involves using binomial regression to model the relationship between an input variable and output variable, and then integrating control charts to detect any changes in the process over time. The study used another control chart with a new approach and use another mythology to treat multicollinearity problems, also we used missing values and draw control charts.

Source: Asian Journal of Probability and Statistics

DOI: 10.9734/ajpas/2024/v26i11667

Authors: Mohamed S. Hamed, Shaimaa Y. Mohammed, Salah m. Mohamed, Amal Mohamed Abdel Fattah

Institutions: Benha University, Badr University in Cairo, Cairo University

Language: English

Topic: Advanced Statistical Process Monitoring

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W4403566399

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