5. Parametric Nonlinear Profiles

  1. Rassoul Noorossana2,
  2. Abbas Saghaei3 and
  3. Amirhossein Amiri4
  1. James D. Williams

Published Online: 18 JUL 2011

DOI: 10.1002/9781118071984.ch5

Statistical Analysis of Profile Monitoring

Statistical Analysis of Profile Monitoring

How to Cite

Williams, J. D. (2011) Parametric Nonlinear Profiles, 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.ch5

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. Decision Analytics and Research Organization of JP Morgan Chase Consumer Bank, USA

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



  • parametric nonlinear profiles - with different functional forms, and specific application;
  • Phase I methods - designed to detect out-of-control conditions in historical data set (HDS);
  • variance profiles, and Phase II variance profile - monitoring variance profile collected at time t


This chapter contains sections titled:

  • Introduction

  • Nonlinear Model Estimation

  • Phase I Methods

  • Phase II Methods

  • Variance Profiles

  • Appendix

  • References