• We are sorry, but NCBI web applications do not support your browser and may not function properly. More information
Logo of jepicomhJournal of Epidemiology and Community HealthVisit this articleSubmit a manuscriptReceive email alertsContact usBMJ
J Epidemiol Community Health. Aug 2002; 56(8): 588–594.
PMCID: PMC1732212

A glossary for multilevel analysis

Full Text

The Full Text of this article is available as a PDF (140K).

Selected References

These references are in PubMed. This may not be the complete list of references from this article.
  • Diez-Roux AV. Bringing context back into epidemiology: variables and fallacies in multilevel analysis. Am J Public Health. 1998 Feb;88(2):216–222. [PMC free article] [PubMed]
  • Duncan C, Jones K, Moon G. Context, composition and heterogeneity: using multilevel models in health research. Soc Sci Med. 1998 Jan;46(1):97–117. [PubMed]
  • Morgenstern H. Ecologic studies in epidemiology: concepts, principles, and methods. Annu Rev Public Health. 1995;16:61–81. [PubMed]
  • Blakely TA, Woodward AJ. Ecological effects in multi-level studies. J Epidemiol Community Health. 2000 May;54(5):367–374. [PMC free article] [PubMed]
  • Susser M. The logic in ecological: I. The logic of analysis. Am J Public Health. 1994 May;84(5):825–829. [PMC free article] [PubMed]
  • Piantadosi S, Byar DP, Green SB. The ecological fallacy. Am J Epidemiol. 1988 May;127(5):893–904. [PubMed]
  • Rice N, Jones A. Multilevel models and health economics. Health Econ. 1997 Nov-Dec;6(6):561–575. [PubMed]
  • Clayton D, Kaldor J. Empirical Bayes estimates of age-standardized relative risks for use in disease mapping. Biometrics. 1987 Sep;43(3):671–681. [PubMed]
  • Thomas N, Longford NT, Rolph JE. Empirical Bayes methods for estimating hospital-specific mortality rates. Stat Med. 1994 May 15;13(9):889–903. [PubMed]
  • Witte JS, Greenland S, Haile RW, Bird CL. Hierarchical regression analysis applied to a study of multiple dietary exposures and breast cancer. Epidemiology. 1994 Nov;5(6):612–621. [PubMed]
  • Von Korff M, Koepsell T, Curry S, Diehr P. Multi-level analysis in epidemiologic research on health behaviors and outcomes. Am J Epidemiol. 1992 May 15;135(10):1077–1082. [PubMed]
  • Diez-Roux AV. Multilevel analysis in public health research. Annu Rev Public Health. 2000;21:171–192. [PubMed]
  • Sixma HJ, Spreeuwenberg PM, van der Pasch MA. Patient satisfaction with the general practitioner: a two-level analysis. Med Care. 1998 Feb;36(2):212–229. [PubMed]
  • Hedeker D, Gibbons RD, Davis JM. Random regression models for multicenter clinical trials data. Psychopharmacol Bull. 1991;27(1):73–77. [PubMed]
  • Rutter CM, Elashoff RM. Analysis of longitudinal data: random coefficient regression modelling. Stat Med. 1994 Jun 30;13(12):1211–1231. [PubMed]
  • Cnaan A, Laird NM, Slasor P. Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data. Stat Med. 1997 Oct 30;16(20):2349–2380. [PubMed]
  • Langford IH, Bentham G, McDonald AL. Multi-level modelling of geographically aggregated health data: a case study on malignant melanoma mortality and UV exposure in the European Community. Stat Med. 1998 Jan 15;17(1):41–57. [PubMed]
  • Laird NM, Ware JH. Random-effects models for longitudinal data. Biometrics. 1982 Dec;38(4):963–974. [PubMed]
  • Morris C, Christiansen C. Fitting Weibull duration models with random effects. Lifetime Data Anal. 1995;1(4):347–359. [PubMed]
  • Zeger SL, Liang KY, Albert PS. Models for longitudinal data: a generalized estimating equation approach. Biometrics. 1988 Dec;44(4):1049–1060. [PubMed]
  • Burton P, Gurrin L, Sly P. Extending the simple linear regression model to account for correlated responses: an introduction to generalized estimating equations and multi-level mixed modelling. Stat Med. 1998 Jun 15;17(11):1261–1291. [PubMed]

Articles from Journal of Epidemiology and Community Health are provided here courtesy of BMJ Group

Formats:

Related citations in PubMed

See reviews...See all...

Cited by other articles in PMC

See all...

Links

  • PubMed
    PubMed
    PubMed citations for these articles

Recent Activity

Your browsing activity is empty.

Activity recording is turned off.

Turn recording back on

See more...