Secondary analysis of case-control data

Statistics in Medicine

Volumn 25, Issue 8, 2006, Pages 1323-1339

  Jiang, Yannan ^a   Scott, Alastair J ^a   Wild, Chris J ^a  

^a UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

Ad hoc methods; Bivariate responses; Nuisance models; Secondary study; Semi parametric maximum likelihood; Weighted method

Indexed keywords

ARTICLE; CASE CONTROL STUDY; CHILD DEATH; GESTATIONAL AGE; HUMAN; INFARCTION; LOW BIRTH WEIGHT; MAXIMUM LIKELIHOOD METHOD; METHODOLOGY; NONPARAMETRIC TEST; PARAMETRIC TEST; PLACENTA; REGRESSION ANALYSIS; RISK FACTOR; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL MODEL;

BIAS (EPIDEMIOLOGY); BIOMETRY; BIRTH WEIGHT; CASE-CONTROL STUDIES; CHILD DEVELOPMENT; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; EPIDEMIOLOGIC METHODS; HUMANS; INFANT, NEWBORN; LIKELIHOOD FUNCTIONS; LOGISTIC MODELS; REGRESSION ANALYSIS;

EID: 33646128932     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.2283     Document Type: Article

References (14)

1. 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; 14:769-775.
2. Lee AJ, Scott AJ, McMurchy LA. Re-using data from case-control studies. Statistics in Medicine 1997; 16: 1377-1389.
3. Scott AJ, Wild CJ. Maximum likelihood for generalised case-control studies. Journal of Statistical Planning and Inference 2001; 96:3-27.
4. Neuhaus J, Scott AJ, Wild CJ. The analysis of retrospective family studies. Biometrika 2002; 89:23-37.
5. Thompson JMD, Clark PM, Robinson E, Becroft DMO, Pattison NS, Glavish N, Pryor JE, Wild CJ, Rees BA, Mitchell EA. Risk factors for small-for-gestational-age babies: the Auckland Birthweight Collaborative (ABC) Study. Journal of Paediatrics and Child Care 2001; 37:369-375.
6. Rohrer F. Der Index der Koerperfuelle als Mass des Ernaehrungszustandes. Munich Med Wochenschrift 1921; 68:580-582.
7. Scott AJ, Wild CJ. On the robustness of weighted methods for fitting models to case-control data. Journal of the Royal Statistical Society, Series B 2002; 64:207-219.
8. Scott AJ, Wild CJ. Case-control studies with complex sampling. Applied Statistics 2001; 50:381-401.
9. Jiang Y. Semiparametric maximum likelihood for multi-phase response-selective sampling and missing data problems. Doctoral Dissertation, University of Auckland, 2004.
10. Palmgren J. Regression models for bivariate binary responses. Department of Biostatistics Technical Report 101, School of Public Health and Community Medicine, University of Washington, 1989.
11. Bahadur RR. A representation of the joint distribution of responses to n dichotomous outcomes. In Studies in Item Analysis and Prediction, Solomon H (ed.). Stanford Mathematical Studies in the Social Sciences, vol. IV. Stanford University Press: Stanford, CA, 1961; 158-168.
12. Lee AJ. Generating random binary deviates having fixed marginal distributions and specified degrees of association. American Statistician 1993; 47:209-215.
13. Meester SG, MacKay J. A parametric model for cluster correlated categorical data. Biometrics 1994; 50: 954-963.
14. Scott AJ, Wild CJ. Semiparametric maximum likelihood for two-phase sampling. Unpublished manuscript.