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Volumn 32, Issue 19, 2013, Pages 3260-3273

An improved quadratic inference function for parameter estimation in the analysis of correlated data

Author keywords

Correlated data; Efficiency; Estimating equations; Expected quadratic loss; Marginal model

Indexed keywords

ARTICLE; CORRELATION ANALYSIS; CORRELATIONAL STUDY; COVARIANCE; GENERALIZED ESTIMATING EQUATION METHOD; INTERMETHOD COMPARISON; MATHEMATICAL COMPUTING; PROBABILITY; PROCESS DEVELOPMENT; QUADRATIC INFERENCE FUNCTION; SAMPLING ERROR; SIMULATION; STATISTICAL MODEL;

EID: 84880296886     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5715     Document Type: Article
Times cited : (10)

References (20)
  • 1
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K-Y, Zeger SL. Longitudinal data analysis using generalized linear models. Biometrika 1986; 73:13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 2
    • 0025172155 scopus 로고
    • Some covariance models for longitudinal count data with overdispersion
    • Thall PF, Vail SC. Some covariance models for longitudinal count data with overdispersion. Biometrics 1990; 46:657-671.
    • (1990) Biometrics , vol.46 , pp. 657-671
    • Thall, P.F.1    Vail, S.C.2
  • 4
    • 0141754343 scopus 로고    scopus 로고
    • Improving generalised estimating equations using quadratic inference functions
    • Qu A, Lindsay BG, Li B. Improving generalised estimating equations using quadratic inference functions. Biometrika 2000; 87:823-836.
    • (2000) Biometrika , vol.87 , pp. 823-836
    • Qu, A.1    Lindsay, B.G.2    Li, B.3
  • 5
    • 0000414660 scopus 로고
    • Large sample properties of generalized method of moments estimators
    • Hansen LP. Large sample properties of generalized method of moments estimators. Econometrica 1982; 50:1029-1054.
    • (1982) Econometrica , vol.50 , pp. 1029-1054
    • Hansen, L.P.1
  • 6
    • 24944459864 scopus 로고    scopus 로고
    • Assessing robustness of generalised estimating equations and quadratic inference functions
    • Qu A, Song PX-K. Assessing robustness of generalised estimating equations and quadratic inference functions. Biometrika 2004; 91:447-459.
    • (2004) Biometrika , vol.91 , pp. 447-459
    • Qu, A.1    Song, P.-K.2
  • 7
    • 72849118016 scopus 로고    scopus 로고
    • Quadratic inference functions in marginal models for longitudinal data
    • Song PX-K, Jiang Z, Park E, Qu A. Quadratic inference functions in marginal models for longitudinal data. Statistics in Medicine 2009; 28:3683-3696.
    • (2009) Statistics in Medicine , vol.28 , pp. 3683-3696
    • Song, P.-K.1    Jiang, Z.2    Park, E.3    Qu, A.4
  • 8
    • 84865289593 scopus 로고    scopus 로고
    • The effect of cluster size imbalance and covariates on the estimation performance of quadratic inference functions
    • Westgate PM, Braun TM. The effect of cluster size imbalance and covariates on the estimation performance of quadratic inference functions. Statistics in Medicine 2012; 31:2209-2222.
    • (2012) Statistics in Medicine , vol.31 , pp. 2209-2222
    • Westgate, P.M.1    Braun, T.M.2
  • 9
    • 84870057548 scopus 로고    scopus 로고
    • A bias-corrected covariance estimate for improved inference with quadratic inference functions
    • DOI: 10.1002/sim.5479.
    • Westgate PM. A bias-corrected covariance estimate for improved inference with quadratic inference functions. Statistics in Medicine 2012; 31:4003-4022. DOI: 10.1002/sim.5479.
    • (2012) Statistics in Medicine , vol.31 , pp. 4003-4022
    • Westgate, P.M.1
  • 10
    • 84880289835 scopus 로고    scopus 로고
    • A finite sample correction for the variance of linear two-step GMM estimators. Working Paper Series No. W00/19, Institute for Fiscal Studies, London
    • Windmeijer F. A finite sample correction for the variance of linear two-step GMM estimators. Working Paper Series No. W00/19, Institute for Fiscal Studies, London, 2000.
    • (2000)
    • Windmeijer, F.1
  • 11
    • 10444289824 scopus 로고    scopus 로고
    • A finite sample correction for the variance of linear efficient two-step GMM estimators
    • Windmeijer F. A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics 2005; 126:25-51.
    • (2005) Journal of Econometrics , vol.126 , pp. 25-51
    • Windmeijer, F.1
  • 12
    • 78650928361 scopus 로고    scopus 로고
    • A note on improving quadratic inference functions using a linear shrinkage approach
    • Han P, Song PX-K. A note on improving quadratic inference functions using a linear shrinkage approach. Statistics and Probability Letters 2011; 81:438-445.
    • (2011) Statistics and Probability Letters , vol.81 , pp. 438-445
    • Han, P.1    Song, P.-K.2
  • 13
    • 0010928567 scopus 로고
    • Conditional score functions: some optimality results
    • Lindsay BG. Conditional score functions: some optimality results. Biometrika 1982; 69:503-512.
    • (1982) Biometrika , vol.69 , pp. 503-512
    • Lindsay, B.G.1
  • 15
    • 0346961488 scopus 로고    scopus 로고
    • A well-conditioned estimator for large-dimensional covariance matrices
    • Ledoit O, Wolf M. A well-conditioned estimator for large-dimensional covariance matrices. Journal of Multivariate Analysis 2004; 88:365-411.
    • (2004) Journal of Multivariate Analysis , vol.88 , pp. 365-411
    • Ledoit, O.1    Wolf, M.2
  • 16
    • 38049134835 scopus 로고    scopus 로고
    • Iteratively reweighted generalized least squares for estimation and testing with correlated data: an inference function framework
    • Loader C, Pilla RS. Iteratively reweighted generalized least squares for estimation and testing with correlated data: an inference function framework. Journal of Computational and Graphical Statistics 2007; 16:925-945.
    • (2007) Journal of Computational and Graphical Statistics , vol.16 , pp. 925-945
    • Loader, C.1    Pilla, R.S.2
  • 17
    • 0035099161 scopus 로고    scopus 로고
    • A covariance estimator for GEE with improved small-sample properties
    • Mancl LA, DeRouen TA. A covariance estimator for GEE with improved small-sample properties. Biometrics 2001; 57:126-134.
    • (2001) Biometrics , vol.57 , pp. 126-134
    • Mancl, L.A.1    DeRouen, T.A.2
  • 19
    • 2142816624 scopus 로고    scopus 로고
    • A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations
    • Qaqish BF. A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations. Biometrika 2003; 90:455-463.
    • (2003) Biometrika , vol.90 , pp. 455-463
    • Qaqish, B.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.