Re-use of case-control data for analysis of new outcome variables

Statistics in Medicine

Volumn 24, Issue 24, 2005, Pages 4009-4019

  Reilly, Marie ^a   Torrång, Anna ^a   Klint, Åsa ^a  

^a KAROLINSKA INSTITUTE   (Sweden)

Author keywords

Bivariate response; Logistic model; Mean score; Pseudo likelihood; Two stage design; Weighted regression

Indexed keywords

ADULT; AGED; ANALYTIC METHOD; ARTICLE; BACTERIAL INFECTION; CASE CONTROL STUDY; CHLAMYDIA; CHLAMYDIASIS; CONTROLLED STUDY; DATA ANALYSIS; DISEASE ASSOCIATION; FEMALE; HELICOBACTER INFECTION; HELICOBACTER PYLORI; HUMAN; INFECTION RISK; INFERTILITY; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MALE; NEW ZEALAND; OUTCOME ASSESSMENT; PROCESS DESIGN; STANDARDIZATION; STATISTICAL MODEL;

ADULT; AGED; AGED, 80 AND OVER; CASE-CONTROL STUDIES; CHLAMYDIA INFECTIONS; DATA INTERPRETATION, STATISTICAL; FEMALE; HELICOBACTER INFECTIONS; HUMANS; INFANT; INFANT, NEWBORN; KENYA; MALE; MIDDLE AGED; NEW ZEALAND; REGRESSION ANALYSIS; SUDDEN INFANT DEATH; SWEDEN;

EID: 30944437399     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.2398     Document Type: Article

References (30)

1. Prentice RL, Pyke R. Logistic regression incidence models and case control studies. Biometrika 1979; 66(3): 403-411.
2. Rothman KJ, Greenland AS. Modern Epidemiology (2nd edn). Lipppincott-Raven: Philadelphia, 1998.
3. Elwood M. Critical Appraisal of Epidemiology Studies and Clinical Trials (2nd edn). Oxford University Press: Oxford, 1998.
4. Augustsson K, Skog K, Jagerstad M, Dickman PW, Steineck G. Dietary heterocyclic amines and cancer of the colon, rectum, bladder, and kidney: a population-based study. The Lancet 1999; 353(9154):703-707. DOI: 10.1016/S0140-6736(98)06099-1
5. Mucci LA, Dickman PW, Steineck G, Adami HO, Augustsson K. Dietary acrylamide and cancer of the large bowel, kidney, and bladder: absence of an association in a population-based study in Sweden. British Journal of Cancer 2003; 88(1):84-89. DOI: 10.1038/sj.bjc.6600726
6. Nagelkerke NJD, 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(8):769-775.
7. Brinton LA. Epidemiology of cervical cancer-overview. IARC Scientific Publications 1992; 119:3-23.
8. Stang A, Jockel KH. Appending epidemiological studies to conventional case-control studies (hybrid case-control studies). European Journal of Epidemiology 2004; 19(6):527-532. DOI: 10.1023/B:EJEP.0000032380.03554.9f
9. Lee AJ, McMurchy L, Scott AJ. Re-using data from case-control studies. Statistics in Medicine 1997; 16(12):1377-1389.
10. Breslow NE, Cain KC. Logistic regression for two-stage case-control data. Biometrika 1988; 75(1):11-20.
11. Flanders WD, Greenland S. Analytic methods for two-stage case-control studies and other stratified designs. Statistics in Medicine 1991; 10(5):739-747.
12. Zhao LP, Lipsitz S. Designs and analysis of two-stage studies. Statistics in Medicine 1992; 11(6):769-782.
13. Reilly M. Optimal Sampling Strategies for two-stage studies. American Journal of Epidemiology 1996; 143(1):92-100.
14. Cochran WG. Sampling Techniques (3rd edn). Wiley: New York, 1977.
15. Levy P, Lemeshow S. Sampling of Populations (3rd edn). Wiley: New York, 1999.
16. Reilly M, Salim A. Mean score method for missing data and optimal sampling designs. http://www.meb.ki.se/~marrei/software/
17. Breslow NE, Chatterjee N. Design and analysis of two-phase studies with binary outcome applied to Wilms tumor prognosis. Applied Statistics 1999; 48(4):457-468.
18. Horvitz DG, Thompson DJ. A generalization of sampling without replacement from a finite universe. Journal of the American Statistical Association 1952; 47(260):663-685.
19. Huber PJ. The behavior of maximum likelihood estimates under non-standard conditions. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol. 1. University of California Press: Berkeley, CA, 1967; 221-233.
20. White H. A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica 1980; 48(4):817-830.
21. White H. Maximum likelihood estimation of misspecified models. Econometrica 1982; 50(1):1-25.
22. Reilly M, Sullivan Pepe M. A mean score method for missing and auxiliary covariate data in regression models. Biometrika 1995; 82(2):299-314.
23. Dale JR. Global cross-ratio models for bivariate, discrete, ordered responses. Biometrics 1986; 42(4):909-917.
24. Palmgren J. Regression models for bivariate binary responses. Technical Report No. 101, Department of Biostatistics, School of Public Health and Community Medicine, University of Washington, November 1989.
25. Ye W, Held M, Lagergren J, Engstrand L, Blot WJ, McLaughlin JK, Nyren O. Helicobacter pylori infection and gastric atrophy: risk of adenocarcinoma and squamous-cell carcinoma of the oesophagus and adenocarcinoma of the gastric cardia. Journal of National Cancer Institute 2004; 96(5):388-396. DOI: 10.1093/jnci/djh057
26. Mitchell EA, Scragg R, Stewart AW, Becroft DM, Taylor BJ, Ford RP, Hassall IB, Barry DM, Allen EM, Roberts AP. Results from the first year of the New Zealand Cot Death Study. New Zealand Medical Journal 1991; 104(906):71-76.
27. Cohen CR, Sinei SS, Bukusi EA, Bwayo JJ, Holmes KK, Brunham RC. Human leukocyte antigen class II DQ alleles associated with Chlamydia trachomatis tubal infertility. Obstetrics and Gynaecology 2000; 95(1): 72-77. DOI: 10.1016/S0029-7844(99)00541-4
28. Scott A, Wild CJ. Maximum likelihood estimation for case-control data. Report Series No. 1995/4, Department of Statistics, University of Auckland, 1995.
29. Nagelkerke N, Smits J, le Cessie S, van Houwelingen H. Testing goodness-of-fit of the logistic regression model in case-control studies using sample reweighting. Statistics in Medicine 2005; 24(1):121-130. DOI: 10.1002/sim.1997
30. Cain KC, Breslow NE. Logistic regression analysis and efficient design for two-stage studies. American Journal of Epidemiology 1988; 128(6):1198-1206.