메뉴 건너뛰기




Volumn 64, Issue 2, 2009, Pages 215-222

Model choice can obscure results in longitudinal studies

Author keywords

Mixed effects models; Multilevel modeling; Observational study; Recruitment bias; Regression

Indexed keywords

ADULT; AGE; AGED; ARTICLE; EPIDEMIOLOGY; FEMALE; FOLLOW UP; HUMAN; LONGITUDINAL STUDY; MALE; MODEL; OBSERVATIONAL STUDY; PARAMETER; PRIORITY JOURNAL; TIME; AGING; BODY WEIGHT; CROSS-SECTIONAL STUDY; METABOLISM; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL;

EID: 64949122467     PISSN: 10795006     EISSN: None     Source Type: Journal    
DOI: 10.1093/gerona/gln024     Document Type: Article
Times cited : (74)

References (36)
  • 3
    • 0042682566 scopus 로고
    • A general model for the study of developmental problems
    • Schaie KW. A general model for the study of developmental problems. Psychol Bull. 1965;64:92-107.
    • (1965) Psychol Bull , vol.64 , pp. 92-107
    • Schaie, K.W.1
  • 4
    • 84950419603 scopus 로고
    • Newton-Raphson and EM algorithms for linear mixed-effects models for repeated-measures data
    • Lindstrom MJ, Bates DM. Newton-Raphson and EM algorithms for linear mixed-effects models for repeated-measures data. J Am Stat Assoc. 1988;83:1014-1022.
    • (1988) J Am Stat Assoc , vol.83 , pp. 1014-1022
    • Lindstrom, M.J.1    Bates, D.M.2
  • 5
    • 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
  • 6
    • 0000611256 scopus 로고
    • Application of hierarchical linear models to assessing change
    • Bryk AS, Randenbush SW. Application of hierarchical linear models to assessing change. Psychol Bull. 1987;101:147-158.
    • (1987) Psychol Bull , vol.101 , pp. 147-158
    • Bryk, A.S.1    Randenbush, S.W.2
  • 7
    • 70350471314 scopus 로고
    • Multilevel mixed linear model analysis using iterative generalized least squares
    • Goldstein H. Multilevel mixed linear model analysis using iterative generalized least squares. Biometrika. 1986;73:43-56.
    • (1986) Biometrika , vol.73 , pp. 43-56
    • Goldstein, H.1
  • 11
    • 33750930471 scopus 로고    scopus 로고
    • Persistent changes in interleukin-6 and lower extremity function following hip facture
    • Miller RR, Cappola AR, Shardell MD, et al. Persistent changes in interleukin-6 and lower extremity function following hip facture. J Gerontol A Biol Sci Med Sci. 2006;61:1053-1058.
    • (2006) J Gerontol a Biol Sci Med Sci , vol.61 , pp. 1053-1058
    • Miller, R.R.1    Cappola, A.R.2    Shardell, M.D.3
  • 12
    • 38549163681 scopus 로고    scopus 로고
    • Association of serum vitamin D levels with inflammatory response following hip facture: The Baltimore hip studies
    • Miller RR, Hicks GE, Shardell MD, et al. Association of serum vitamin D levels with inflammatory response following hip facture: the Baltimore hip studies. J Gerontol A Biol Sci Med Sci. 2007;62:1402-1406.
    • (2007) J Gerontol A Biol Sci Med Sci , vol.62 , pp. 1402-1406
    • Miller, R.R.1    Hicks, G.E.2    Shardell, M.D.3
  • 13
    • 34548384331 scopus 로고    scopus 로고
    • Is the metabolic syndrome, with or without diabetes, associated with progressive disability in older Mexican Americans?
    • Blaum CS, West NA, Haan MN. Is the metabolic syndrome, with or without diabetes, associated with progressive disability in older Mexican Americans? J Gerontol A Biol Sci Med Sci. 2007;62:766-773.
    • (2007) J Gerontol A Biol Sci Med Sci , vol.62 , pp. 766-773
    • Blaum, C.S.1    West, N.A.2    Haan, M.N.3
  • 14
    • 0033571770 scopus 로고    scopus 로고
    • Simple pattern-mixture models for longitudinal data with missing observations: Analysis of urinary incontinence data
    • DOI 10.1002/(SICI)1097-0258(19991115)18:21<2933::AID-SIM233>3.0. CO;2-X
    • Park T, Lee SY. Simple pattern-mixture models for longitudinal data with missing observations: analysis of urinary incontinence data. Stat Med. 1999;18:2933-2941. (Pubitemid 29500032)
    • (1999) Statistics in Medicine , vol.18 , Issue.21 , pp. 2933-2941
    • Park, T.1    Lee, S.-Y.2
  • 15
    • 31744434249 scopus 로고    scopus 로고
    • A method for fitting regression splines with varying polynomial order in the linear mixed model
    • Edwards LJ, Stewart PW, MacDougall JE, Helms RW. A method for fitting regression splines with varying polynomial order in the linear mixed model. Stat Med. 2006;25:513-527.
    • (2006) Stat Med , vol.25 , pp. 513-527
    • Edwards, L.J.1    Stewart, P.W.2    MacDougall, J.E.3    Helms, R.W.4
  • 16
    • 0029801110 scopus 로고    scopus 로고
    • Sources of selection bias in evaluating social programs: An interpretation of conventional measures and evidence on the effectiveness of matching as a program evaluation method
    • DOI 10.1073/pnas.93.23.13416
    • Heckman JJ, Ichimura H, Smith J, Todd P. Sources of selection bias in evaluating social programs: an interpretation of conventional measures and evidence on the effectiveness of matching as a program evaluation method. Proc Natl Acad Sci U S A. 1996;93:13416-13420. (Pubitemid 26382831)
    • (1996) Proceedings of the National Academy of Sciences of the United States of America , vol.93 , Issue.23 , pp. 13416-13420
    • Heckman, J.J.1    Ichimura, H.2    Smith, J.3    Todd, P.4
  • 18
    • 0042909175 scopus 로고    scopus 로고
    • Using explicit clinician preferences in nonrandomized study designs
    • DOI 10.1016/S0378-3758(00)00324-4, PII S0378375800003244
    • Korn EL, Teeter DM, Baumrind S. Using explicit clinician preferences in nonrandomized study designs. J Stat Plann Inference. 2001;96:67-82. (Pubitemid 33619419)
    • (2001) Journal of Statistical Planning and Inference , vol.96 , Issue.1 , pp. 67-82
    • Korn, E.L.1    Teeter, D.M.2    Baumrind, S.3
  • 19
    • 10944241763 scopus 로고    scopus 로고
    • Mixtures of varying coefficient models for longitudinal data with discrete or continuous nonignorable dropout
    • DOI 10.1111/j.0006-341X.2004.00240.x
    • Hogan JW, Lin X, Herman B. Mixtures of varying coefficient models for longitudinal data with discrete or continuous nonignorable dropout. Biometrics. 2004;60:854-864. (Pubitemid 40019026)
    • (2004) Biometrics , vol.60 , Issue.4 , pp. 854-864
    • Hogan, J.W.1    Lin, X.2    Herman, B.3
  • 22
    • 0025861467 scopus 로고
    • Modeling hearing thresholds in the elderly
    • Morrell CH, Brant LJ. Modeling hearing thresholds in the elderly. Stat Med. 1991;10:1453-14-64.
    • (1991) Stat Med , vol.10
    • Morrell, C.H.1    Brant, L.J.2
  • 23
    • 0030778049 scopus 로고    scopus 로고
    • Construction of hearing percentiles in women with non-constant variance from the linear mixed-effects model
    • DOI 10.1002/(SICI)1097-0258(19971115)16:21<2475::AID-SIM669>3.0. CO;2-D
    • Morrell CH, Pearson JD, Brant LJ, Gordon-Salant S. Construction of hearing percentiles in women with non-constant variance from the linear mixed-effects model. Stat Med. 1997;16:2475-2488. (Pubitemid 27472719)
    • (1997) Statistics in Medicine , vol.16 , Issue.21 , pp. 2475-2488
    • Morrell, C.H.1    Pearson, J.D.2    Brant, L.J.3    Gordon-Salant, S.4
  • 24
    • 0028226377 scopus 로고
    • Mixedeffects regression models for studying the natural history of prostate disease
    • Pearson JD, Morrell CH, Landis PK, Carter HB, Brant LJ. Mixedeffects regression models for studying the natural history of prostate disease. Stat Med. 1994;13:587-601.
    • (1994) Stat Med , vol.13 , pp. 587-601
    • Pearson, J.D.1    Morrell, C.H.2    Landis, P.K.3    Carter, H.B.4    Brant, L.J.5
  • 28
    • 20444413082 scopus 로고    scopus 로고
    • Data from a longitudinal study provided measurements of cognition to screen for Alzheimer's disease
    • Brant LJ, Sheng SL, Morrell CH, Zonderman AB. Data from a longitudinal study provided measurements of cognition to screen for Alzheimer's disease. J Clin Epidemiol. 2005;58:701-707.
    • (2005) J Clin Epidemiol , vol.58 , pp. 701-707
    • Brant, L.J.1    Sheng, S.L.2    Morrell, C.H.3    Zonderman, A.B.4
  • 30
    • 84967389245 scopus 로고    scopus 로고
    • An overview on variable selection for longitudinal data
    • Hong D, ed. Singapore: World Sciences; 2007
    • Dziak JJ, Li R. 2007. An overview on variable selection for longitudinal data. In: Hong D, ed. Quantitative Medical Data Analysis. Singapore: World Sciences; 2007.
    • (2007) Quantitative Medical Data Analysis
    • Dziak, J.J.1    Li, R.2
  • 31
    • 20644436029 scopus 로고    scopus 로고
    • Performance of the Kenward-Roger method when the covariance structure is selected using AIC and BIC
    • Gomez EV, Schaalje GB, Fellingham GW. Performance of the Kenward-Roger method when the covariance structure is selected using AIC and BIC. Comm Statist Simul Comput. 2005;34:377-392.
    • (2005) Comm Statist Simul Comput , vol.34 , pp. 377-392
    • Gomez, E.V.1    Schaalje, G.B.2    Fellingham, G.W.3
  • 32
    • 33644693277 scopus 로고    scopus 로고
    • Selecting the best linear mixed model under REML
    • Gurka MJ. Selecting the best linear mixed model under REML. Am Stat. 2006;60:19-26.
    • (2006) Am Stat , vol.60 , pp. 19-26
    • Gurka, M.J.1
  • 33
    • 34548381836 scopus 로고    scopus 로고
    • Fixed and random effects selection in linear and logistic models
    • Satkartar KK, Dunson DB. Fixed and random effects selection in linear and logistic models. Biometrics. 2007;63:690-698.
    • (2007) Biometrics , vol.63 , pp. 690-698
    • Satkartar, K.K.1    Dunson, D.B.2
  • 35
    • 1542336763 scopus 로고    scopus 로고
    • Move over ANOVA: Progress in Analyzing Repeated-Measures Data and Its Reflection in Papers Published in the Archives of General Psychiatry
    • DOI 10.1001/archpsyc.61.3.310
    • Gueorguieva R, Krystal JH. Move over ANOVA: Progress in analyzing repeated-measures data and its refl ection in papers in the Archives of General Psychiatry. Arch Gen Psychiatry. 2004;61:310-317. (Pubitemid 38295833)
    • (2004) Archives of General Psychiatry , vol.61 , Issue.3 , pp. 310-317
    • Gueorguieva, R.1    Krystal, J.H.2
  • 36
    • 0031489758 scopus 로고    scopus 로고
    • Linear transformations of linear mixed-effects models
    • Morrell CH, Pearson JD, Brant LJ. Linear transformations of linear mixed-effects models. Am Stat. 1997;51:338-343.
    • (1997) Am Stat , vol.51 , pp. 338-343
    • Morrell, C.H.1    Pearson, J.D.2    Brant, L.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.