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Original Articles

Goodness-of-fit statistics for log-link regression models

, &
Pages 2533-2545 | Received 24 Jun 2013, Accepted 30 Jun 2014, Published online: 04 Aug 2014

REFERENCES

  • Blizzard L, Hosmer DW. Parameter estimation and goodness-of-fit in log binomial regression. Biom J Biometrische Z. 2006;48(1):5–22. doi: 10.1002/bimj.200410165
  • Lee J. Odds ratio or relative risk for cross-sectional data? Int J Epidemiol. 1994;23(1):201–203. doi: 10.1093/ije/23.1.201
  • Zhang J, Yu KF. What's the relative risk? A method of correcting the odds ratio in cohort studies of common outcomes. J Am Med Assoc. 1998;280(19):1690–1691. doi: 10.1001/jama.280.19.1690
  • McNutt LA, Wu C, Xue X, Hafner JP. Estimating the relative risk in cohort studies and clinical trials of common outcomes. Am J Epidemiol. 2003;157(10):940–943. doi: 10.1093/aje/kwg074
  • Zou G. A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004;159(7):702–706. doi: 10.1093/aje/kwh090
  • Hosmer DW, Hjort NL. Goodness-of-fit processes for logistic regression: simulation results. Stat Med. 2002;21(18):2723–2738. doi: 10.1002/sim.1200
  • Hosmer DW, Hosmer T, Le Cessie S, Lemeshow S. A comparison of goodness-of-fit tests for the logistic regression model. Stat Med. 1997;16(9):965–980. doi: 10.1002/(SICI)1097-0258(19970515)16:9<965::AID-SIM509>3.0.CO;2-O
  • Lemeshow S, Hosmer DWJr. A review of goodness of fit statistics for use in the development of logistic regression models. Am J Epidemiol. 1982;115(1):92–106.
  • Hosmer DW, Lemeshow S. A goodness-of-fit test for the multiple logistic regression model. Commun Stat. 1980;A10:1043–1069. doi: 10.1080/03610928008827941
  • Hosmer D, Lemeshow S. Applied logistic regression. 2nd ed. New York: John Wiley and Sons, Inc.; 2000.
  • Osius G, Rojek D. Normal goodness-of-fit tests for multinomial models with large degrees of freedom. J Am Stat Assoc. 1992;87(420):1145–1152. doi: 10.1080/01621459.1992.10476271
  • Copas JB. Unweighted sum of squares test for proportions. Appl Stat. 1989;38(1):71–80. doi: 10.2307/2347682
  • Le Cessie S, van Houwelingen JC. A goodness-of-fit test for binary regression models, based on smoothing methods. Biometrics. 1991;47:1267–1282. doi: 10.2307/2532385
  • Thomas S, Halbert J, Mackintosh S, Quinn S, Crotty M. Sociodemographic factors associated with self-reported exercise and physical activity behaviors and attitudes of South Australians: results of a population-based survey. J Aging Health. 2011;24(2):207–306.
  • Jaffrezic F, White IM, Thompson R. Use of the score test as a goodness-of-fit measure of the covariance structure in genetic analysis of longitudinal data. Genet Sel Evol. 2003;35(2):185–198. doi: 10.1186/1297-9686-35-2-185
  • Graybill FA. Theory and application of the linear model. Pacific Grove, CA: Brooks/Cole; 1976.

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