Nonparametric Profile Monitoring
Changliang Zou
Abstract
Changliang Zou
Abstract
This chapter contains sections titled: Introduction Monitoring Profiles Based on Nonparametric Regression Nonparametric Profile Monitoring Using Change-Point Formulation and Adaptive Smoothing Nonparametric Profile Monitoring by Mixed-Effects Modeling Appendix A: Approximate the Distributions of Quadratic Forms Like zT Az Appendix B: The Expression of lrt,k in Model (10.8) References
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This chapter contains sections titled: Introduction Monitoring Profiles Based on Nonparametric Regression Nonparametric Profile Monitoring Using Change-Point Formulation and Adaptive Smoothing Nonparametric Profile Monitoring by Mixed-Effects Modeling Appendix A: Approximate the Distributions of Quadratic Forms Like zT Az Appendix B: The Expression of lrt,k in Model (10.8) References
Key concepts: Nonparametric statistics, Nonparametric regression, Smoothing, Semiparametric regression, Quadratic equation, Mathematics, Statistics, Computer science