Testing goodness-of-fit of the logistic regression model in case-control studies using sample reweighting

Statistics in Medicine

Volumn 24, Issue 1, 2005, Pages 121-130

  Nagelkerke, Nico ^a,b   Smits, Jeroen ^c   le Cessie, Saskia ^a   van Houwelingen, Hans ^a  

^a LEIDEN UNIVERSITY   (Netherlands)

^b NATIONAL INSTITUTE FOR PUBLIC HEALTH AND THE ENVIRONMENT   (Netherlands)

^c RADBOUD UNIVERSITY   (Netherlands)

Author keywords

Case control studies; Goodness of fit test; Logistic regression

Indexed keywords

ARTICLE; CASE CONTROL STUDY; COVARIANCE; EPIDEMIOLOGICAL DATA; ESOPHAGUS CANCER; LOGISTIC REGRESSION ANALYSIS; MATHEMATICAL COMPUTING; SAMPLING; SIMULATION; STATISTICAL MODEL;

ADULT; AGED; ALCOHOL DRINKING; CASE-CONTROL STUDIES; DATA INTERPRETATION, STATISTICAL; ESOPHAGEAL NEOPLASMS; HUMANS; LOGISTIC MODELS; MIDDLE AGED; SMOKING;

EID: 11344291376     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/sim.1997     Document Type: Article

References (18)

1. Cox DR. Analysis of Binary Data. Chapman & Hall: London, 1969.
2. Hosmer DW, Lemeshow S. Applied Logistic Regression. Wiley: New York, 1989.
3. van Houwelingen JC, le Cessie S. Logistic regression: a review. Statistica Neerlandica 1988; 42:215-232.
4. Anderson JA. Separate samples logistic discrimination. Biometrika 1972; 59:19-35.
5. Nagelkerke NJ, Moses S, Plummer FA, Brunham RC, Fish D. Logistic regression in case-control studies: the effect of using independent as dependent variables. Statistics in Medicine 1995; 14:769-775.
6. Manski CF, Lerman SR. The estimation of choice probabilities from choice based samples. Econometrica 1977; 45:1977-1988.
7. Cornfield J, Haenszel W. Some aspects of retrospective studies. Journal of Chronic Diseases 1960; 32:15-27.
8. Xie Y, Manski CF. The logit model and response-based samples. Sociological Methods & Research1988; 17:283-302.
9. Miettinen O. Estimability and estimation in case-referent studies. American Journal of Epidemiology 1976; 103:226-235.
10. Rothman KJ, Greenland S. Modern Epidemiology. Lippincott-Raven: Philadelphia, 1998.
11. Cochran WG. Sampling Techniques. Wiley: New York, 1977.
12. le Cessie S, van Houwelingen JC. A goodness-of-fit test for binary data based on smoothing residuals. Biometrics 1995; 47 1267-1282.
13. Hosmer DW, Lemeshow S. A goodness-of-fit test for the multiple logistic regression model. Communications in Statistics 1980; a10:1043-1069.
14. White H. Asymptotic Theory for Econometricians. Academic Press: New York, 1981.
15. Tsiatis AA. A note on a goodness-of-fit test for the logistic regression model. Biometrika 1980; 67:250-251.
16. Hosmer DW, Hosmer T, le Cessie S, Lemeshow S. A comparison of goodness-of-fit tests for the logistic regression model. Statistics in Medicine 1997; 16:965-980.
17. Hosmer DW, Hjort NL. Goodness-of-fit processes for logistic regression: simulation results. Statistics in Medicine 2002; 21 2723-2738.
18. Breslow NE, Day NE. Statistical Methods in Cancer Research: Vol. 1 - The Analysis of Case-Control Studies. IARC Scientific Publications: Lyon, France, 1980.