메뉴 건너뛰기




Volumn 30, Issue 22, 2011, Pages 2696-2707

Avoiding bias in mixed model inference for fixed effects

Author keywords

Compound symmetry; Longitudinal data; Random effects; Type I error

Indexed keywords

ACCURACY; ANALYSIS OF COVARIANCE; ARTICLE; CONTROLLED STUDY; DATA ANALYSIS; EVALUATION RESEARCH; INFERENCE FOR FIXED EFFECT; LINEAR MIXED MODEL; LONGITUDINAL STUDY; MATHEMATICAL ANALYSIS; PEDIATRICS; QUANTITATIVE STUDY; SAMPLING ERROR; STATISTICAL MODEL; STATISTICAL PARAMETERS; STRUCTURAL EQUATION MODELING; SYSTEMATIC ERROR;

EID: 80052832225     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4293     Document Type: Article
Times cited : (74)

References (31)
  • 1
    • 80052840714 scopus 로고    scopus 로고
    • National Center for Health Statistics. Asthma prevalence, health care use and mortality, Accessed: [February 2010].
    • National Center for Health Statistics. Asthma prevalence, health care use and mortality, 2002., Accessed: [February 2010].
    • (2002)
  • 3
    • 73949095905 scopus 로고    scopus 로고
    • Risk of childhood asthma in relation to the timing of early child care exposures
    • Gurka MJ, Blackman JA, Heymann PW. Risk of childhood asthma in relation to the timing of early child care exposures. Journal of Pediatrics 2009; 155:781-787.
    • (2009) Journal of Pediatrics , vol.155 , pp. 781-787
    • Gurka, M.J.1    Blackman, J.A.2    Heymann, P.W.3
  • 4
    • 33644693277 scopus 로고    scopus 로고
    • Selecting the best linear mixed model under REML
    • Gurka MJ. Selecting the best linear mixed model under REML. The American Statistician 2006; 60:19-26.
    • (2006) The American Statistician , vol.60 , pp. 19-26
    • Gurka, M.J.1
  • 6
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang KY, 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
  • 8
    • 0000374707 scopus 로고
    • The effect of covariance structure on variance estimation in balanced growth-curve models with random parameters
    • Lange N, Laird NM. The effect of covariance structure on variance estimation in balanced growth-curve models with random parameters. Journal of the American Statistical Association 1989; 84:241-247.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 241-247
    • Lange, N.1    Laird, N.M.2
  • 9
    • 0036726128 scopus 로고    scopus 로고
    • Natural history of bone loss over 6 years among premenopausal and early postmenopausal women
    • Bainbridge KE, Sowers MF, Crutchfield M, et al. Natural history of bone loss over 6 years among premenopausal and early postmenopausal women. American Journal of Epidemiology 2002; 156:410-417.
    • (2002) American Journal of Epidemiology , vol.156 , pp. 410-417
    • Bainbridge, K.E.1    Sowers, M.F.2    Crutchfield, M.3
  • 10
    • 42949129630 scopus 로고    scopus 로고
    • Importance of early neglect for childhood aggression
    • Kotch JB, Lewis T, Hussey JM, et al. Importance of early neglect for childhood aggression. Pediatrics 2008; 121:725-731.
    • (2008) Pediatrics , vol.121 , pp. 725-731
    • Kotch, J.B.1    Lewis, T.2    Hussey, J.M.3
  • 11
    • 23744506484 scopus 로고    scopus 로고
    • A longitudinal prospective study of health-related quality of life in breast cancer patients following high-dose chemotherapy with autologous blood stem cell transplantation
    • Conner-Spady BL, Cumming C, Nabholtz JM, et al. A longitudinal prospective study of health-related quality of life in breast cancer patients following high-dose chemotherapy with autologous blood stem cell transplantation. Bone Marrow Transplantation 2005; 36:251-259.
    • (2005) Bone Marrow Transplantation , vol.36 , pp. 251-259
    • Conner-Spady, B.L.1    Cumming, C.2    Nabholtz, J.M.3
  • 12
    • 34548094288 scopus 로고    scopus 로고
    • Longitudinal study of the effect of pregnancy on maternal and fetal cobalamin status in healthy women and their offspring
    • Murphy MM, Molloy AM, Ueland PM, et al. Longitudinal study of the effect of pregnancy on maternal and fetal cobalamin status in healthy women and their offspring. Journal of Nutrition 2007; 137:1863-1867.
    • (2007) Journal of Nutrition , vol.137 , pp. 1863-1867
    • Murphy, M.M.1    Molloy, A.M.2    Ueland, P.M.3
  • 15
    • 0000235653 scopus 로고
    • Some theorems on quadratic forms applied in the study of analysis of variance problems: I. effects of inequality of variance in the one-way classification
    • Box GEP. Some theorems on quadratic forms applied in the study of analysis of variance problems: I. effects of inequality of variance in the one-way classification. Annals of Mathematical Statistics 1954a; 25:290-302.
    • (1954) Annals of Mathematical Statistics , vol.25 , pp. 290-302
    • Box, G.E.P.1
  • 16
    • 0000235654 scopus 로고
    • Some theorems on quadratic forms applied in the study of analysis of variance problems: II. effects of inequality of variance and of correlation between errors in the two-way classification
    • Box GEP. Some theorems on quadratic forms applied in the study of analysis of variance problems: II. effects of inequality of variance and of correlation between errors in the two-way classification. Annals of Mathematical Statistics 1954b; 25:484-498.
    • (1954) Annals of Mathematical Statistics , vol.25 , pp. 484-498
    • Box, G.E.P.1
  • 17
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird NM, Ware JH. Random-effects models for longitudinal data. Biometrics 1982; 38:963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 19
    • 34547563932 scopus 로고    scopus 로고
    • Statistical tests with accurate size and power for balanced linear mixed models
    • Muller KE, Edwards LJ, Simpson S, Taylor DT. Statistical tests with accurate size and power for balanced linear mixed models. Statistics in Medicine 2007; 26:3639-3660.
    • (2007) Statistics in Medicine , vol.26 , pp. 3639-3660
    • Muller, K.E.1    Edwards, L.J.2    Simpson, S.3    Taylor, D.T.4
  • 20
    • 0041986427 scopus 로고
    • Approximate power for repeated-measures ANOVA lacking sphericity
    • corrigendum 1991, 86, 255-256).
    • Muller KE, Barton CN. Approximate power for repeated-measures ANOVA lacking sphericity. Journal of the American Statistical Association 1989; 84:549-555. (corrigendum 1991, 86, 255-256).
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 549-555
    • Muller, K.E.1    Barton, C.N.2
  • 21
    • 0004282518 scopus 로고    scopus 로고
    • SAS Institute Inc., Version 9.1. SAS Institute Inc: Cary, NC
    • SAS Institute Inc. SAS/STAT User's Guide, Version 9.1. SAS Institute Inc: Cary, NC, 2003.
    • (2003) SAS/STAT User's Guide
  • 22
    • 80052839625 scopus 로고    scopus 로고
    • POWERLIB: SAS/IML software for computing power in multivariate linear models
    • Johnson JL, Muller KE, Slaughter JC, et al. POWERLIB: SAS/IML software for computing power in multivariate linear models. Journal of Statistical Software 2009; 30(5):1-27.
    • (2009) Journal of Statistical Software , vol.30 , Issue.5 , pp. 1-27
    • Johnson, J.L.1    Muller, K.E.2    Slaughter, J.C.3
  • 25
    • 34250927314 scopus 로고
    • On methods in the analysis of profile data
    • Greenhouse SW, Geisser S. On methods in the analysis of profile data. Psychometrika 1959; 24:95-112.
    • (1959) Psychometrika , vol.24 , pp. 95-112
    • Greenhouse, S.W.1    Geisser, S.2
  • 26
    • 0030880605 scopus 로고    scopus 로고
    • Small sample inference for fixed effects from restricted maximum likelihood
    • Kenward MG, Roger JH. Small sample inference for fixed effects from restricted maximum likelihood. Biometrics 1997; 53:983-997.
    • (1997) Biometrics , vol.53 , pp. 983-997
    • Kenward, M.G.1    Roger, J.H.2
  • 28
    • 77955159032 scopus 로고    scopus 로고
    • A linear exponent AR (1) family of correlation structures
    • Simpson SL, Edwards LJ, Muller KE, et al. A linear exponent AR (1) family of correlation structures. Statistics in Medicine 2010; 29:1825-1838.
    • (2010) Statistics in Medicine , vol.29 , pp. 1825-1838
    • Simpson, S.L.1    Edwards, L.J.2    Muller, K.E.3
  • 30
    • 76549111368 scopus 로고    scopus 로고
    • Real longitudinal data analysis for real people: building a good enough mixed model
    • Cheng J, Edwards LJ, Maldonado-Molina MM, et al. Real longitudinal data analysis for real people: building a good enough mixed model. Statistics in Medicine 2010; 29:504-520.
    • (2010) Statistics in Medicine , vol.29 , pp. 504-520
    • Cheng, J.1    Edwards, L.J.2    Maldonado-Molina, M.M.3
  • 31
    • 12344252777 scopus 로고    scopus 로고
    • Exact distributions of intraclass correlation and Cronbach's alpha with Gaussian data and general covariance
    • Kistner EO, Muller KE. Exact distributions of intraclass correlation and Cronbach's alpha with Gaussian data and general covariance. Psychometrika 2004; 69:459-474.
    • (2004) Psychometrika , vol.69 , pp. 459-474
    • Kistner, E.O.1    Muller, K.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.