401
Views
31
CrossRef citations to date
0
Altmetric
Original Articles

Early warning CUSUM plans for surveillance of negative binomial daily disease counts

, &
Pages 1911-1929 | Received 27 May 2009, Accepted 14 Jul 2009, Published online: 21 Oct 2010

References

  • Bjornstad , O. N. , Finkenstadt , B. F. and Grenfell , B. T. 2002 . Dynamics of measles epidemics: Estimating scaling of transmission rates using a time series SIR model . Ecol. Monogr. , 72 : 169 – 184 .
  • Buckeridge , D. L. , Burkom , H. , Campbell , M. , Hogan , W. R. and Moore , A. W. 2005 . Algorithms for rapid outbreak detection: A research synthesis . J. Biomed. Inform. , 38 : 99 – 113 .
  • Burr , T. , Graves , T. , Klamann , R. , Michalak , S. , Picard , R. and Hengartner , N. 2006 . Accounting for seasonal patterns in syndromic surveillance data for outbreak detection . BMC Med. Inform. Decis. Mak. , 6 ( 40 )
  • Christensen , A. , Melgaard , M. , Iwersen , J. and Thyregod , P. 2003 . Environmental monitoring based on a hierarchical Poisson–Gamma model . J. Qual. Technol. , 35 : 275 – 285 .
  • Fang , Y. 2003 . c-Charts, x-charts, and the Katz family of distributions . J. Qual. Technol. , 35 : 104 – 114 .
  • Graham , P. and Sparks , R. 2006 . Adaption of generalized linear models to diseases that occur infrequently (mean rate 1–15 counts/day) CSIRO Technical paper CMIS 06/34
  • Hawkins , D. M. and Olwell , D. H. 1998 . Cumulative sum charts and charting for quality improvement , New York : Springer .
  • He , D. , Ionides , D. L. and King , A. A. 2009 . Plug-and-play inference for diseases dynamics: Measles in large and small populations as a case study . J.R. Soc. Interface , 7 : 271 – 283 .
  • King , A. A. , Ionides , E. L. , Pascual , M. and Bouma , M. J. 2008 . Inapparent infections and cholera dynamics . Nature , 454 : 877 – 880 .
  • Kleinman K , K. , Lazarus , R. and Platt , R. 2004 . A generalised linear mixed models approach for detecting incident clusters of diseases in small areas, with an application to biological terrorism . Am. J. Epidemiol. , 159 : 217 – 224 .
  • Knoth , S. 2004 . Spc: Statistical Process Control , R package version 0.1
  • Lucas , J. M. 1985 . Counted data cusums . Technometrics , 27 : 129 – 144 .
  • Lucas , J. M. and Saccucci , M. S. 1990 . Exponentially weighted moving average control schemes: Properties and enhancements (with discussion) . Technometrics , 32 : 1 – 29 .
  • Page , E. S. 1954 . Continuous inspection schemes . Biometrika , 41 : 100 – 114 .
  • Rossi , G. , Lampugnani , L. and Marchi , M. 1999 . An approximate CUSUM procedure for surveillance of health events . Stat. Med. , 18 : 2111 – 2122 .
  • Shu , L. and Jiang , W. 2006 . A Markov chain model for the adaptive CUSUM control chart . J. Qual. Technol. , 38 : 135 – 147 .
  • Sparks , R. S. 2000 . CUSUM charts for signalling varying location shifts . J. Qual. Technol. , 32 : 157 – 171 .
  • Sparks , R. , Carter , C. , Graham , P. L. , Muscatello , D. , Churches , T. , Kaldor , J. , Turner , R. , Zheng , W. and Ryan , L. 2010 . Understanding sources of variation in syndromic surveillance for early warning of natural or intentional disease outbreaks . IIE Transactions , 42 : 613 – 631 .
  • Stone , L. , Olinky , R. and Huppert , A. 2007 . Seasonal dynamics of recurrent epidemics . Nature , 446 : 533 – 537 .
  • Waller , L. A. 2004 . Invited commentary: Surveilling surveillance - some statistical comments . Am. J. Epidemio. , 159 : 225 – 227 .
  • Woodall , W. H. 2006 . The use of control charts in health-care and public-health surveillance . J. Qual. Technol. , 38 : 89 – 104 .
  • Zeger , S. L. and Qaqish , B. 1988 . Markov regression models for time series: A quasi-likelihood approach . Biometrics , 44 : 1019 – 1031 .
  • Zeileis , A. 2005 . A unified approach to structural change tests based on ML scores, F statistics, and OLS residuals . Econom. Rev. , 24 ( 4 ) : 445 – 466 .
  • Zeileis , A. 2006 . Implementing a class of structural change tests: An econometric computing approach . Comput. Stat. Data Anal. , 50 : 2987 – 3008 .
  • Zeileis , A. and Kleiber , C. 2005 . Validating multiple structural change models: A case study . J. Appl. Econom. , 20 : 685 – 690 .
  • Zeileis , A. , Leisch , F. , Kleiber , C. and Kornik , K. 2005 . Monitoring structural change in dynamic econometric models . J. Appl. Econom. , 20 : 99 – 121 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.