Estimating equations for association structures

Statistics in Medicine

Volumn 23, Issue 6, 2004, Pages 859-874

  Yan, Jun ^a,c   Fine, Jason ^a,b  

^a University of Wisconsin Madison   (United States)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

^c UNIVERSITY OF IOWA   (United States)

Author keywords

Estimating equations; Jackknife; Marginal regression; Sandwich estimator

Indexed keywords

ALCOHOLISM; ARTICLE; CLUSTER ANALYSIS; COMPUTER PROGRAM; CONTROLLED STUDY; CORRELATION ANALYSIS; COVARIANCE; DATA ANALYSIS; FAMILY STUDY; FEMALE; GENETIC ANALYSIS; HUMAN; LINEAR REGRESSION ANALYSIS; MALE; PREDICTION; PROCESS MODEL; RELIABILITY; SAMPLE SIZE; SCALE UP; STATISTICAL ANALYSIS; STATISTICAL PARAMETERS;

ALCOHOLISM; CLUSTER ANALYSIS; DATA INTERPRETATION, STATISTICAL; EPIDEMIOLOGIC METHODS; FEMALE; HUMANS; MALE; MODELS, BIOLOGICAL; MODELS, STATISTICAL;

EID: 1542506097     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/sim.1650     Document Type: Article

References (18)

1. Liang KY, Zeger SL. Longitudinal data analysis using generalized linear models. Biometrika 1986; 73(1):13-22.
2. Ziegler A, Kastner C, Brunner D, Blettner M. Familial association of lipid profile: A generalized estimating equations approach. Statistics in Medicine 2000; 19(24):3345-3357.
3. Prentice RL. Correlated binary regression with covariates specific to each binary observation. Biometrics 1988; 44:1033-1048.
4. Prentice RL, Zhao LP. Estimating equations for parameters in mean and covariance of multivariate discrete and continuous responses. Biometrics 1991; 47:825-839.
5. Liang KY, Zeger SL, Qaqish B. Multivariate regression analysis for categorical data. Journal of the Royal Statistical Society B 1992, 54:3-24.
6. Paik MC. Repeated measurement analysis for nonnormal data in small samples. Communications in Statistics - Simulation and Computation 1988; 17:1155-1171.
7. Lipsitz SR, Dear BG, Zhao LP. Jackknife estimators of variance for parameter estimated from estimating equations with applications to clustered Survival data. Biometrics 1994; 50:842-846.
8. Kastner C, Ziegler A. A comparison of jackknife estimators of variance for GEE2, SFB 386 Discussion Paper # 167, Ludwig-Maximilians University of Munich. Available at http://www.stat.uni-muenchen.de/sfb386/publikation.html, 1999 (28 November 2001).
9. Kastner C, Fieger A, Heumann C. MAREG and WinMAREG - a tool for marginal regression models. Statistical Software Newsletter in Computational Statistics and Data Analysis 1997; 24:237-241.
10. Paik MC. Parametric variance function estimation for nonnormal repeated measurement data. Biometrics 1992; 48:19-30.
11. Reich T, Edenberg HJ, Goate A, Williams JT, Rice JP, Van Eerdewegh P, Foroud T, Hesselbrock V, Schuckit MA, Bucholz K, Porjesz B, Li TK, Conneally M, Nurnberger JI, Tischfield JA, Crowe RR, Cloninger R, Wu W, Shears S, Carr K, Crose C, Willig C, Begleiter H. Genome-wide search for genes affecting the risk for alcohol dependence. American Journal of Medical Genetics 1998; 81:207-215.
12. McCullagh P, Nelder J. Generalized Linear Models (2nd edn). Chapman & Hall: London, 1989.
13. Ziegler A, Kastner C, Blettner, M. The generalised estimating equations: An annotated bibliography. Biometrical Journal 1998; 40:115-139.
14. Yan J. geepack: Yet another package for generalized estimating equations. R News 2002; 2(3):12-14.
15. Chaganty NR, Shults J. On eliminating the asymptotic bias in the quasi-least squares estimate of the correlation parameter. Journal of Statistical Planning and Inference 1999; 76:145-161.
16. Hall DB, Severini TA. Extended generalized estimating equations for clustered data. Journal of the American Statistical Association 1998; 93:1365-1375.
17. Ziegler A. Practical considerations of the jackknife estimator of variance for generalized estimating equations. Statistical Papers (Formerly: Statistischen Hefte) 1997; 38:363-369.
18. Heagerty PJ, Zeger SL. Marginal regression models for clustered ordinal measurements. Journal of the American Statistical Association 1996; 91:1024-1036.