10. Nonparametric Profile Monitoring

  1. Rassoul Noorossana2,
  2. Abbas Saghaei3 and
  3. Amirhossein Amiri4
  1. Changliang Zou

Published Online: 18 JUL 2011

DOI: 10.1002/9781118071984.ch10

Statistical Analysis of Profile Monitoring

Statistical Analysis of Profile Monitoring

How to Cite

Zou, C. (2011) Nonparametric Profile Monitoring, in Statistical Analysis of Profile Monitoring (eds R. Noorossana, A. Saghaei and A. Amiri), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118071984.ch10

Editor Information

  1. 2

    Industrial Engineering Department, Iran University of Science and Technology, Tehran, Iran

  2. 3

    Industrial Engineering Department, Islamic Azad University – Science and Research Branch, Tehran, Iran

  3. 4

    Industrial Engineering Department, Shahed University, Tehran, Iran

Author Information

  1. Department of Statistics, School of Mathematical Sciences, Nankai University, Tianjin, China

Publication History

  1. Published Online: 18 JUL 2011
  2. Published Print: 26 AUG 2011

Book Series:

  1. Wiley Series in Probability and Statistics

Book Series Editors:

  1. Walter A. Shewhart and
  2. Samuel S. Wilks

ISBN Information

Print ISBN: 9780470903223

Online ISBN: 9781118071984



  • nonparametric profile monitoring - methods for profile monitoring with nonparametric regression, useful;
  • multivariate EWMA procedure with GLR test based on nonparametric regression - monitoring changes in regression relationship;
  • nonparametric profile monitoring when within-profile data - spatially or serially correlated, nonparametric mixed-effects (NME) modeling and EWMA process monitoring


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