Nonparametric (distribution-free) control charts: An updated overview and some results

S Chakraborti, MA Graham - Quality Engineering, 2019 - Taylor & Francis
Control charts that are based on assumption (s) of a specific form for the underlying process
distribution are referred to as parametric control charts. There are many applications where …

A review of dispersion control charts for multivariate individual observations

JO Ajadi, Z Wang, IM Zwetsloot - Quality Engineering, 2021 - Taylor & Francis
A multivariate control chart is designed to monitor process parameters of multiple correlated
quality characteristics. Often data on multivariate processes are collected as individual …

Some robust approaches based on copula for monitoring bivariate processes and component-wise assessment

Z Song, A Mukherjee, J Zhang - European Journal of Operational Research, 2021 - Elsevier
In this paper, we develop two adaptive approaches for detecting the signal source in a
bivariate process when a shift occurs in the location vector or the scale matrix or both. The …

Two robust multivariate exponentially weighted moving average charts to facilitate distinctive product quality features assessment

Z Song, A Mukherjee, P Qiu, M Zhou - Computers & Industrial Engineering, 2023 - Elsevier
This paper offers new multivariate statistical process monitoring schemes to study the
process shift supported by a distinctive product quality features assessment. The proposed …

Nonparametric multivariate covariance chart for monitoring individual observations

NA Adegoke, JO Ajadi, A Mukherjee… - Computers & Industrial …, 2022 - Elsevier
Parametric and nonparametric multivariate control charts that are proven very useful in
monitoring the covariance matrix of multivariate normally or “nearly” normally distributed …

[HTML][HTML] Multivariate nonparametric control chart with variable sampling interval

J Yue, L Liu - Applied Mathematical Modelling, 2017 - Elsevier
This paper proposes an adaptive, multivariate, nonparametric, exponentially weighted
moving average control chart with variable sampling interval. A number of studies have …

A non-parametric CUSUM control chart for process distribution change detection and change type diagnosis

S Hou, K Yu - International Journal of Production Research, 2021 - Taylor & Francis
Non-parametric control charts have been good alternatives to parametric control charts
when little information is known about the type of process distribution or the value of …

An efficient adaptive r-MD multivariate single control chart for nonlinear multiple quality characteristics

A Maji, I Mukherjee - International Journal of Production Research, 2024 - Taylor & Francis
An efficient multivariate single control chart to simultaneously monitor 'location or mean'and
'scale or variabilities', based on individual observations of multiple quality characteristics …

A robust multivariate sign control chart for detecting shifts in covariance matrix under the elliptical directions distributions

W Liang, D Xiang, X Pu, Y Li, L Jin - Quality Technology & …, 2019 - Taylor & Francis
Most existing control charts monitoring the covariance matrix of multiple variables were
restricted to multivariate normal distribution. When the process distribution is non-normal …

A robust multivariate EWMA control chart for detecting sparse mean shifts

W Liang, D Xiang, X Pu - Journal of Quality Technology, 2016 - Taylor & Francis
In multivariate statistical process control (MSPC) applications, process mean shifts
sometimes occur in only a few components. To solve this MSPC problem, many control …