Three. Automatic Editing of Continuous Data

  1. Ton de Waal,
  2. Jeroen Pannekoek and
  3. Sander Scholtus

Published Online: 4 APR 2011

DOI: 10.1002/9780470904848.ch3

Handbook of Statistical Data Editing and Imputation

Handbook of Statistical Data Editing and Imputation

How to Cite

de Waal, T., Pannekoek, J. and Scholtus, S. (2011) Automatic Editing of Continuous Data, in Handbook of Statistical Data Editing and Imputation, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470904848.ch3

Author Information

  1. Statistics Netherlands

Publication History

  1. Published Online: 4 APR 2011
  2. Published Print: 7 MAR 2011

ISBN Information

Print ISBN: 9780470542804

Online ISBN: 9780470904848

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Keywords:

  • automatic editing of continuous data - automatic editing, opposite of traditional approach to editing problem, each record edited manually;
  • automatic error localization - and outlier detection techniques, measuring “outlyingness” of a set of data values;
  • VERTEX generation approach, solving error localization problems - generating vertices of a certain polyhedron

Summary

This chapter contains sections titled:

  • Introduction

  • Automatic Error Localization of Random Errors

  • Aspects of the Fellegi–Holt Paradigm

  • Algorithms Based on the Fellegi–Holt Paradigm

  • Summary

  • Appendix: Chernikova's Algorithm

  • References