Kernel principal component analysis (PCA) control chart for monitoring mixed non-linear variable and attribute quality characteristics

M Ahsan, M Mashuri, H Khusna - Heliyon, 2022 - cell.com
The products are commonly measured by two types of quality characteristics. The variable
characteristics measure the numerical scale. Meanwhile, the attribute characteristics …

Comparing the performance of Kernel PCA Mix Chart with PCA Mix Chart for monitoring mixed quality characteristics

M Ahsan, M Mashuri, H Khusna - Scientific Reports, 2022 - nature.com
Along with the development of information and technology, the quality characteristics of a
product cannot be monitored separately in the different types of control charts. In the past …

The efficiency of constructed bivariate copulas for MEWMA and Hotelling's T2 control charts

S Sasiwannapong, S Sukparungsee… - Communications in …, 2022 - Taylor & Francis
A multivariate exponentially weighted moving average (MEWMA) and Hotelling's T2 control
charts are types of multivariate control charts for monitoring the mean vector. In this paper …

The effects of constructed bivariate copulas on multivariate control charts effectiveness

S Sukparungsee, S Sasiwannapong… - Quality and …, 2021 - Wiley Online Library
The average control chart monitors the shifts in the process. The familiar multivariate control
charts are used to detect the mean vector of the process such as multivariate cumulative …

Copula-based multivariate EWMA control charts for monitoring the mean vector of bivariate processes using a mixture model

H Ahmad, M Amini, BS Gildeh… - … in Statistics-Theory and …, 2024 - Taylor & Francis
Control charts are the main tools in the statistical process monitoring area to investigate how
the quality of production remains stable or changes over the time. This article develops …

Application of Shewhart Control Chart to Analyze the Effect of Income on Body Mass Index and Blood Pressure

FZ Okwonu - Applied Mathematics and Computational …, 2021 - ejournal.unimap.edu.my
This study investigates whether the level of income influences body mass index and blood
pressure and we also determine whether there is a positive or negative correlation between …

[PDF][PDF] Remodeling Multivariate Control Chart by Using Spatial Signed Rank for Detecting Mean Shift in Normal and Non-Normal Processes

T Haanchumpol, C Sermpongpan - Thailand Statistician, 2023 - academia.edu
This research aimed to modify the traditional multivariate control charts by using the
multivariate spatial signed rank under the normal distribution, the t distribution, and the …

Trivariate Copulas on the MEWMA Control Chart

S Kuvattana, S Sukparungsee - Thailand Statistician, 2022 - ph02.tci-thaijo.org
Copulas are used to model multivariate distribution with continuous margins and
dependence observations. This paper proposes four types of copulas on the multivariate …