OC05.01: MoM-based approach to non-invasive prenatal testing using exponentially weighted moving average chart and chromosomal fingerprint
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چکیده
منابع مشابه
Multivariate Exponentially Weighted Moving Average Chart for Monitoring Poisson Observations∗
In many practical situations, multiple variables often need to be monitored simultaneously to ensure the process is in control. In this article, we develop a feasible multivariate monitoring procedure based on the general Multivariate Exponentially Weighted Moving Average (MEWMA) to monitor the multivariate count data. The multivariate count data is modeled using Poisson-Lognormal distribution ...
متن کاملUsing exponentially weighted moving average (EWMA) charts
1. Unlike X -R and Individuals charts (without the Western Electric Handbook rules which aim to increase sensitivity), all of the data collected over time may be used to determine the control status of a process. 2. The EWMA is often superior to the CUSUM charting technique for detecting "larger" shifts. 3. EWMA schemes may be applied for monitoring standard deviations in addition to the proces...
متن کاملA Study on Exponentially Weighted Moving Average Control Chart with Parametric and Nonparametric Approach
In this paper, a comparative study of performance of some parametric and nonparametric EWMA control charts for detecting the process mean shift is considered. In section 2, we briefly describe each of the various EWMA models that are taken into account in our present study, Viz. the Parametric X -EWMA and Nonparametric Grouped Signed Rank (GSR)-EWMA, for the purpose of comparative study. In Sec...
متن کاملAverage Run Length Performance for Multivariate Exponentially Weighted Moving Average Control Chart Procedure with Application
The drawbacks to multivariate charting schemes is their inability to identify which variable was the source of the signal. The multivariate exponentially weighted moving average (MEWMA) developed by Lowry, et al (1992) is an example of a multivariate charting scheme whose monitoring statistic is unable to determine which variable caused the signal. In this paper, the run length performance of m...
متن کاملA nonparametric exponentially weighted moving average signed-rank chart for monitoring location
Nonparametric control charts can provide a robust alternative in practice to the data analyst when there is a lack of knowledge about the underlying distribution. A nonparametric exponentially weighted moving average (NPEWMA) control chart combines the advantages of a nonparametric control chart with the better shift detection properties of a traditional EWMA chart. A NPEWMA chart for the media...
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ژورنال
عنوان ژورنال: Ultrasound in Obstetrics & Gynecology
سال: 2015
ISSN: 0960-7692
DOI: 10.1002/uog.14978