231
Views
8
CrossRef citations to date
0
Altmetric
Original Articles

Random effects models for operational patient pathways

, , &
Pages 691-701 | Received 24 Jul 2008, Published online: 15 Mar 2010

References

  • Adeyemi , S. , Chaussalet , T. J. , Xie , H. and Millard , P. H. 2007 . Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems . 20–22 June 2007 , Maribor , Slovenia . Patients flow: a mixed-effects modelling approach to predicting discharge probabilities , IEEE CBMS 2007 . IEEE, Los Alamitos, USA, 2007, 725–730. ISBN 0769529054
  • Cote , M. J. and Stein , W. E. 2007 . A stochastic model for a visit to the doctor's office . Math. Comput. Modelling , 45 : 309 – 323 .
  • Faddy , M. J. and McClean , S. I. 1999 . Analysing data on lengths of stay of hospital patients using phase-type distributions . Appl. Stoch. Models Bus. Ind. , 15 : 311 – 317 .
  • Hedeker , D. 2003 . A mixed effect multinomial logistic regression model . Statist. Med. , 22 : 1433 – 1446 .
  • Hedeker , D. , Meermelstein , R. J. and Weeks , K. A. 1999 . The thresholds of change model: an approach to analysing stages of change data . Ann. Behav. Med. , 21 : 61 – 70 .
  • Hougaard , P. 1986 . Survival models for heterogeneous populations derived from stable distributions . Biometrika , 73 : 387 – 396 .
  • Irvine , V. , McClean , S. and Millard , P. 1994 . Stochastic-models for geriatric inpatient behavior . IMA J. Math. Appl. Med. Biol. , 11 : 207 – 216 .
  • Kulinskaya , E. , Kornbrot , D. and Gao , H. 2005 . Length of stay as a performance indicator: robust statistical methodology . IMA J. Manage. Math. , 16 : 369 – 381 .
  • McCullagh , P. 1980 . Regression models for ordinal data (with discussion) . J. Roy. Statist. Soc.-Ser. B , 42 : 109 – 142 .
  • Pinhero , J. C. and Bates , D. M. 1995 . Approximations to the log-likelihood function in the nonlinear mixed-effects models . J. Comput. Graph. Statist. , 4 : 12 – 35 .
  • SAS Institute . 2008 . “ SAS OnlineDoc 9.1.3 ” . Cary , NC : SAS Institute Inc. . Available at http://support.sas.com/onlinedoc/913/
  • Stiratelli , R. , Laird , N. and Ware , J. H. 1984 . Random effects model for serial observations with binary response . Biometrics , 40 : 961 – 971 .
  • Xie , H. , Chaussalet , T. J. and Millard , R. H. 2005 . A continuous time Markov model for the length of stay of elderly people in institutional long-term care . J. Roy. Statist. Soc. Ser. A-Statist. Soc. , 168 : 51 – 61 .

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.