An overview of phase I analysis for process improvement and monitoring
We provide an overview and perspective on the Phase I collection and analysis of data for
use in process improvement and control charting. In Phase I, the focus is on understanding …
use in process improvement and control charting. In Phase I, the focus is on understanding …
Change point estimation methods for control chart postsignal diagnostics: a literature review
A Amiri, S Allahyari - Quality and Reliability Engineering …, 2012 - Wiley Online Library
Control charts are the most popular monitoring tools used to distinguish between special
(assignable) and common causes of variation and to detect any changes in processes. The …
(assignable) and common causes of variation and to detect any changes in processes. The …
Parametric and nonparametric sequential change detection in R: The cpm package
GJ Ross - Journal of Statistical Software, 2015 - jstatsoft.org
The change point model framework introduced in Hawkins, Qiu, and Kang (2003) and
Hawkins and Zamba (2005a) provides an effective and computationally efficient method for …
Hawkins and Zamba (2005a) provides an effective and computationally efficient method for …
Nonparametric monitoring of data streams for changes in location and scale
GJ Ross, DK Tasoulis, NM Adams - Technometrics, 2011 - Taylor & Francis
The analysis of data streams requires methods which can cope with a very high volume of
data points. Under the requirement that algorithms must have constant computational …
data points. Under the requirement that algorithms must have constant computational …
Two nonparametric control charts for detecting arbitrary distribution changes
GJ Ross, NM Adams - Journal of Quality Technology, 2012 - Taylor & Francis
Most traditional control charts used for sequential monitoring assume that full knowledge is
available regarding the prechange distribution of the process. This assumption is unrealistic …
available regarding the prechange distribution of the process. This assumption is unrealistic …
A multivariate sign EWMA control chart
Nonparametric control charts are useful in statistical process control (SPC) when there is a
lack of or limited knowledge about the underlying process distribution, especially when the …
lack of or limited knowledge about the underlying process distribution, especially when the …
A nonparametric change-point control chart
DM Hawkins, Q Deng - Journal of Quality Technology, 2010 - Taylor & Francis
The assumption of fully known in-control distributions has long been recognized as an
idealization, at best approximately true. Recent development of normal-based change-point …
idealization, at best approximately true. Recent development of normal-based change-point …
Efficient signed-rank based EWMA and HWMA repetitive control charts for monitoring process mean with and without auxiliary information
Control charts are powerful tools to observe the presentation of the manufacturing process.
Mostly, when the data in industries come from the process may follow non-normal or …
Mostly, when the data in industries come from the process may follow non-normal or …
[图书][B] Nonparametric statistical process control
S Chakraborti, M Graham - 2019 - books.google.com
A unique approach to understanding the foundations of statistical quality control with a focus
on the latest developments in nonparametric control charting methodologies Statistical …
on the latest developments in nonparametric control charting methodologies Statistical …
Likelihood ratio-based distribution-free EWMA control charts
Nonparametric or distribution-free charts are useful in statistical process control when there
is a lack of or limited knowledge about the underlying process distribution. Most existing …
is a lack of or limited knowledge about the underlying process distribution. Most existing …