A Nonparametric Change-Point Control Chart
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Summary
This paper develops a nonparametric tool based on the change-point model for statistical process control that is shown to perform well, even beating the parametric approach for small to moderate shifts in normal data, and to involve relatively light computation.
- Type
- article
- Published
- 2010-04-01
- Cited by
- 160
- References
- 30
- OpenAlex
- https://openalex.org/W160658927
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:2327582
Keywords
Nonparametric statistics, Normality, Control chart, Parametric statistics, Variance (accounting)
References
- A Control Chart Based on Ranks
- Distribution-Free Phase I Control Charts for Subgroup Location
- Likelihood Ratio-Based Distribution-Free EWMA Control Charts
- The Run Length Distribution of the CUSUM with Estimated Parameters
- Research Issues and Ideas in Statistical Process Control
- Limit Theorems in Change-Point Analysis
- Effects of Parameter Estimation on Control Chart Properties: A Literature Review
- Designing control charts using an empirical reference distribution
- A nonparametric test for detecting changes in location
- Distribution-Free Tests for the Changepoint Problem
- Testing a Sequence of Observations for a Shift in Location
- Nonparametric statistical procedures for the changepoint problem
- A Nonparametric Procedure for Process Control Based on Within-Group Ranking
- Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point
- Nonparametric quality control charts based on the sign statistic
- A nonparametric exponentially weighted moving average control scheme
- Inference about the change-point in a sequence of binomial variables
- Nonparametric control chart based on change-point model
- The Performance of Exponentially Weighted Moving Average Charts With Estimated Parameters
- Control charts based on medians
Cited by
- An Overview of Phase I Analysis for Process Improvement and Monitoring
- Likelihood Ratio-Based Distribution-Free EWMA Control Charts
- Two MEWMA Charts for Gumbel's Bivariate Exponential Distribution
- Non-parametric Statistical Process Control : Evaluation and Implementation of Methods for Statistical Process Control at GE Healthcare, Umeå
- A Distribution-Free Phase I Control Chart for Subgroup Scale
- On‐line management of siloxane breakthrough in carbon contactors using changepoint detection
- Nonparametric multivariate statistical process control charts: a hypothesis testing-based approach
- Adaptive Phase II Nonparametric EWMA Control Chart with Variable Sampling Interval
- A Nonparametric Phase I Control Chart for Individual Observations Based on Empirical Likelihood Ratio
- Two Nonparametric Control Charts for Detecting Arbitrary Distribution Changes
- An Extended Nonparametric Exponentially Weighted Moving Average Sign Control Chart
- A Control Chart Based on A Nonparametric Multivariate Change-Point Model
- On Phase II SPC in Cases When Normality is Invalid
- A Distribution‐free Control Chart for the Joint Monitoring of Location and Scale
- Adaptive Control Charts: Recent Developments and Extensions
- Likelihood ratio-based distribution-free sequential change-point detection
- Multivariate Control Chart Based on Multivariate Smirnov Test
- Robust Phase I monitoring of profile data with application in low-E glass manufacturing processes
- A Mathematical Approach to Gauging Influence by Identifying Shifts in the Emotions of Social Media Users
- A Sequential Rank-Based Nonparametric Adaptive EWMA Control Chart
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