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Nonparametric Control Chart for Monitoring Profiles Using Change Point Formulation and Adaptive Smoothing
16 references·16 citing·30 second hopsampled
Nonparametric Control Chart for Monitoring Profiles Using Change Point Formulation and Adaptive Smoothing (2008)Nonparametric Control Chart for Monitorin…Phase I Monitoring of Polynomial Profiles (2008)Phase I Monitoring of Polynom…Monitoring Profiles Based on Nonparametric Regression Methods (2008)Monitoring Profiles Based on …Statistical monitoring of nonlinear product and process quality profiles (2007)Statistical monitoring of non…A Multivariate Change-Point Model for Statistical Process Control (2006)A Multivariate Change-Point M…A control chart based on a change-point model for monitoring linear profiles (2006)A control chart based on a ch…A change point method for linear profile data (2006)A change point method for lin…Statistical Process Control for Shifts in Mean or Variance Using a Changepoint Formulation (2005)Statistical Process Control f…A Change-Point Model for a Shift in Variance (2005)A Change-Point Model for a Sh…Using Control Charts to Monitor Process and Product Quality Profiles (2004)Using Control Charts to Monit…Phase I Analysis of Linear Profiles With Calibration Applications (2004)Phase I Analysis of Linear Pr…The Changepoint Model for Statistical Process Control (2003)The Changepoint Model for Sta…On the Monitoring of Linear Profiles (2003)On the Monitoring of Linear P…The Statistical Design of EWMA Control Charts with Estimated Parameters (2002)The Statistical Design of EWM…On-Line Monitoring When the Process Yields a Linear Profile (2000)On-Line Monitoring When the P…Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point (1995)Using the Generalized Likelih…A Multivariate Exponentially Weighted Moving Average Control Chart (1992)A Multivariate Exponentially …Real-time detection of clustered events in video-imaging data with applications to additive manufacturing (2021)Real-time detection of cluste…Circular and cylindrical profile monitoring considering spatial correlations (2019)Circular and cylindrical prof…Big Data? Statistical Process Control Can Help! (2019)Big Data? Statistical Process…Nonparametric Dynamic Curve Monitoring (2017)Nonparametric Dynamic Curve M…Jump regression, image processing, and quality control (2017)Jump regression, image proces…On data depth and the application of nonparametric multivariate statistical process control charts (2016)On data depth and the applica…A phase I multi-modelling approach for profile monitoring of signal data (2016)A phase I multi-modelling app…Recent Advances in Process Monitoring: Nonparametric and Variable-Selection Methods for Phase I and Phase II (2014)Recent Advances in Process Mo…High-dimensional process monitoring and change point detection using embedding distributions in reproducing kernel Hilbert space (2014)High-dimensional process moni…A change point method for Phase II monitoring of generalized linear profiles (2014)A change point method for Pha…A Change Point Method for Monitoring Generalized Linear Profiles in Phase I (2014)A Change Point Method for Mon…A Semiparametric Mixed Model Approach to Phase I Profile Monitoring (2012)A Semiparametric Mixed Model …A framework for nonparametric profile monitoring (2012)A framework for nonparametric…Two simple Shewhart‐type multivariate nonparametric control charts (2011)Two simple Shewhart‐type mult…Exact asymptotic distribution of change-point mle for change in the mean of Gaussian sequences (2010)Exact asymptotic distribution…CONTROL CHART FOR MONITORING NONPARAMETRIC PROFILES WITH ARBITRARY DESIGN (2009)CONTROL CHART FOR MONITORING …Personal communication (1989)Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements (1990)Introduction to Statistical Quality Control (1992)Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes (2007)Multivariate SPC Methods for Process and Product Monitoring (1996)Research Issues and Ideas in Statistical Process Control (1999)Effects of Parameter Estimation on Control Chart Properties: A Literature Review (2006)The Use of Control Charts in Health-Care and Public-Health Surveillance (2006)Control Chart Tests Based on Geometric Moving Averages (1959)A review of multivariate control charts (1995)Control Chart Tests Based on Geometric Moving Averages (2000)Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications (2014)Multivariate Control Charts for Individual Observations (1992)Current research on profile monitoring (2007)CONTINUOUS INSPECTION SCHEMES (1954)Procedures for Reacting to a Change in Distribution (1971)An Approach to the Probability Distribution of Cusum Run Length (1972)Efficient scalable schemes for monitoring a large number of data streams (2010)Quickest Change Detection (2014)Introduction to Statistical Quality Control (2005)Statistical Process Control for Geometric Specifications: On the Monitoring of Roundness Profiles (2008)Limit theorems in change-point analysis (1997)Threshold effects in non-dynamic panels: Estimation, testing, and inference (1999)Inference About the Change-Point in a Sequence of Random Variables (1970)Inference about the Change-Point from Cumulative Sum Tests (1971)Cumulative Sum Charts and Charting for Quality Improvement (1998)Parametric and Nonparametric Sequential Change Detection in R: The cpm Package (2015)High-Dimensional Process Monitoring and Fault Isolation via Variable Selection (2009)Nonparametric Profile Monitoring by Mixed Effects Modeling (2010)An Overview of Phase I Analysis for Process Improvement and Monitoring (2014)
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References

  • 1992A Multivariate Exponentially Weighted Moving Average Control Chart1,231 cited
  • 2000On-Line Monitoring When the Process Yields a Linear Profile554 cited
  • 2004Using Control Charts to Monitor Process and Product Quality Profiles538 cited
  • 2003On the Monitoring of Linear Profiles485 cited
  • 2003The Changepoint Model for Statistical Process Control382 cited
  • 2004Phase I Analysis of Linear Profiles With Calibration Applications335 cited
  • 1995Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point298 cited
  • 2007Statistical monitoring of nonlinear product and process quality profiles286 cited
  • 2006A change point method for linear profile data283 cited
  • 2006A control chart based on a change-point model for monitoring linear profiles209 cited
  • 2008Monitoring Profiles Based on Nonparametric Regression Methods163 cited
  • 2005Statistical Process Control for Shifts in Mean or Variance Using a Changepoint Formulation151 cited
  • 2005A Change-Point Model for a Shift in Variance148 cited
  • 2006A Multivariate Change-Point Model for Statistical Process Control135 cited
  • 2008Phase I Monitoring of Polynomial Profiles

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130 cited
  • 2002The Statistical Design of EWMA Control Charts with Estimated Parameters129 cited
  • Cited by

    • 2014Recent Advances in Process Monitoring: Nonparametric and Variable-Selection Methods for Phase I and Phase II60 cited
    • 2011Two simple Shewhart‐type multivariate nonparametric control charts58 cited
    • 2019Big Data? Statistical Process Control Can Help!54 cited
    • 2009CONTROL CHART FOR MONITORING NONPARAMETRIC PROFILES WITH ARBITRARY DESIGN45 cited
    • 2021Real-time detection of clustered events in video-imaging data with applications to additive manufacturing42 cited
    • 2012A Semiparametric Mixed Model Approach to Phase I Profile Monitoring41 cited
    • 2010Exact asymptotic distribution of change-point mle for change in the mean of Gaussian sequences40 cited
    • 2012A framework for nonparametric profile monitoring36 cited
    • 2014A Change Point Method for Monitoring Generalized Linear Profiles in Phase I35 cited
    • 2014A change point method for Phase II monitoring of generalized linear profiles35 cited
    • 2017Nonparametric Dynamic Curve Monitoring31 cited
    • 2016A phase I multi-modelling approach for profile monitoring of signal data30 cited
    • 2019Circular and cylindrical profile monitoring considering spatial correlations27 cited
    • 2014High-dimensional process monitoring and change point detection using embedding distributions in reproducing kernel Hilbert space26 cited
    • 2016On data depth and the application of nonparametric multivariate statistical process control charts25 cited
    • 2017Jump regression, image processing, and quality control24 cited