메뉴 건너뛰기




Volumn 21, Issue 5, 1996, Pages 583-605

Review of two different approaches for the analysis of growth data using longitudinal mixed linear models: comparing hierarchical linear regression (ML3, HLM) and repeated measures designs with structured covariance matrices (BMDP5V)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SOFTWARE; DATA REDUCTION; MATHEMATICAL MODELS; MATRIX ALGEBRA; MEASUREMENT ERRORS; POLYNOMIALS;

EID: 0030151150     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-9473(96)82296-1     Document Type: Review
Times cited : (19)

References (53)
  • 1
    • 85114532077 scopus 로고
    • R.D. Bock Multilevel analysis of educational data 1989 Academic Press San Diego, CA
    • (1989)
  • 2
    • 0000611256 scopus 로고
    • Application of hierarchical linear models to assessing change
    • A.S. Bryk S.W. Raudenbush Application of hierarchical linear models to assessing change Psychological Bulletin 101 1987 147 158
    • (1987) Psychological Bulletin , vol.101 , pp. 147-158
    • Bryk, A.S.1    Raudenbush, S.W.2
  • 3
    • 0038856277 scopus 로고
    • Towards a more appropriate conceptualization of research on school effects: A three-level hierarchical linear model
    • A.S. Bryk S.W. Raudenbush Towards a more appropriate conceptualization of research on school effects: A three-level hierarchical linear model R.D. Bock Multilevel Analysis of Educational Data 1989 Academic Press San Diego (CA) 159 204
    • (1989) , pp. 159-204
    • Bryk, A.S.1    Raudenbush, S.W.2
  • 4
    • 0003464583 scopus 로고
    • Hierarchical linear models: Applications and data analysis methods
    • A.S. Bryk S.W. Raudenbush Hierarchical linear models: Applications and data analysis methods 1992 Sage Publications, Inc Newbury Park, CA
    • (1992)
    • Bryk, A.S.1    Raudenbush, S.W.2
  • 5
    • 0003818798 scopus 로고
    • An Introduction to HLM: Computer Program and User's Guide
    • A.S. Bryk S.W. Raudenbush M. Seltzer R.T. Congdon An Introduction to HLM: Computer Program and User's Guide 1988 University of Chicago
    • (1988)
    • Bryk, A.S.1    Raudenbush, S.W.2    Seltzer, M.3    Congdon, R.T.4
  • 8
    • 0040310344 scopus 로고
    • Values and integrals of the orthogonal polynomials up to n = 26
    • D.B. De Lury Values and integrals of the orthogonal polynomials up to n = 26 1950 University of Toronto Press Toronto
    • (1950)
    • De Lury, D.B.1
  • 9
    • 85114532928 scopus 로고
    • W.J. Dixon BMDP Statistical software manual Vol. 2 1988 University of California Press Berkeley, CA
    • (1988)
  • 10
    • 85114536410 scopus 로고
    • B. Francis M. Green C. Payne The GLIM system, Release 4 manual 1993 Clarendon Press Oxford
    • (1993)
  • 11
    • 0002807271 scopus 로고
    • A Bayesian analysis of growth curves
    • S. Geisser A Bayesian analysis of growth curves Sankhya A 32 1970 53 64
    • (1970) Sankhya A , vol.32 , pp. 53-64
    • Geisser, S.1
  • 12
    • 84981977147 scopus 로고
    • Growth curve analysis
    • S. Geisser Growth curve analysis P.R. Krishnaiah Handbook of statistics Vol. 1 1980 North Hollan Amsterdam 89 115
    • (1980) , pp. 89-115
    • Geisser, S.1
  • 13
    • 70350471314 scopus 로고
    • Multilevel mixed linear model analysis using iterative generalised least squares
    • H. Goldstein Multilevel mixed linear model analysis using iterative generalised least squares Biometrika 73 1986 43 56
    • (1986) Biometrika , vol.73 , pp. 43-56
    • Goldstein, H.1
  • 14
    • 0022530309 scopus 로고
    • Efficient statistical modelling of longitudinal data
    • H. Goldstein Efficient statistical modelling of longitudinal data Annals of Human Biology 13 1986 129 141
    • (1986) Annals of Human Biology , vol.13 , pp. 129-141
    • Goldstein, H.1
  • 15
    • 0003661327 scopus 로고
    • Multilevel models in educational and social research
    • H. Goldstein Multilevel models in educational and social research 1987 Griffin London
    • (1987)
    • Goldstein, H.1
  • 16
    • 0000259105 scopus 로고
    • Models for multilevel response variables with an application to growth curves
    • H. Goldstein Models for multilevel response variables with an application to growth curves D. Bock Multilevel Analysis of Educational Data 1989 Academic Press San Diego (CA) 107 125
    • (1989) , pp. 107-125
    • Goldstein, H.1
  • 17
    • 0003445439 scopus 로고
    • Multilevel statistical models
    • H. Goldstein Multilevel statistical models 2nd ed. 1995 Edward Amold London
    • (1995)
    • Goldstein, H.1
  • 18
    • 85114542784 scopus 로고
    • Efficient computational procedures for the estimation of parameters in multilevel models, based on iterative generalized least squares
    • H. Goldstein J. Rasbash Efficient computational procedures for the estimation of parameters in multilevel models, based on iterative generalized least squares 1989 Manuscript submitted for publication
    • (1989)
    • Goldstein, H.1    Rasbash, J.2
  • 19
    • 0027990602 scopus 로고
    • Multilevel time series models with applications to repeated measures data
    • H. Goldstein M.J.R. Healy J. Rasbash Multilevel time series models with applications to repeated measures data Statistics in Medicine 13 1994 1643 1655
    • (1994) Statistics in Medicine , vol.13 , pp. 1643-1655
    • Goldstein, H.1    Healy, M.J.R.2    Rasbash, J.3
  • 20
    • 0014530118 scopus 로고
    • Analysis of growth and dose response curves
    • J.E. Grizzle D.M. Allen Analysis of growth and dose response curves Biometrika 25 1969 357 382
    • (1969) Biometrika , vol.25 , pp. 357-382
    • Grizzle, J.E.1    Allen, D.M.2
  • 21
    • 85114552591 scopus 로고
    • Single and two step approaches to modeling individual psychological growth
    • F.W. Guldenmund Single and two step approaches to modeling individual psychological growth Unpublished MA thesis 1991 Department of Psychometrics and Research Methodology, University of Leiden
    • (1991)
    • Guldenmund, F.W.1
  • 22
    • 2642709502 scopus 로고
    • NANOSTAT users' guide
    • M. Healy NANOSTAT users' guide 1989 AlphaBridge Ltd London
    • (1989)
    • Healy, M.1
  • 23
    • 0022966316 scopus 로고
    • Unbalanced repeated-measures models with structured covariance matrices
    • R.I. Jennrich M.D. Schluchter Unbalanced repeated-measures models with structured covariance matrices Biometrics 42 1986 805 820
    • (1986) Biometrics , vol.42 , pp. 805-820
    • Jennrich, R.I.1    Schluchter, M.D.2
  • 24
    • 0003686431 scopus 로고
    • The advanced theory of statistics, Vol. 2, Inference and relationship
    • M.G. Kendall A. Stuart The advanced theory of statistics, Vol. 2, Inference and relationship 4th ed. 1979 Griffin London
    • (1979)
    • Kendall, M.G.1    Stuart, A.2
  • 26
    • 0003868165 scopus 로고
    • Experimental design: Procedures for the behavioral sciences
    • R.E. Kirk Experimental design: Procedures for the behavioral sciences 2nd ed. 1982 Brooks/Cole Monterey, CA
    • (1982)
    • Kirk, R.E.1
  • 27
    • 84953949729 scopus 로고
    • Review of five multilevel analysis programs: BMDP-5V, GENMOD, HLM, ML3, VARCL
    • I.G.G. Kreft J. De Leeuw R. Van der Leeden Review of five multilevel analysis programs: BMDP-5V, GENMOD, HLM, ML3, VARCL The American Statistician 48 1994 324 335
    • (1994) The American Statistician , vol.48 , pp. 324-335
    • Kreft, I.G.G.1    De Leeuw, J.2    Van der Leeden, R.3
  • 28
    • 80051593425 scopus 로고
    • Maximum likelihood estimation with repeated measures: applications to the EM algorithm
    • N.M. Laird N. Lange D. Strom Maximum likelihood estimation with repeated measures: applications to the EM algorithm JASA 82 1987 97 105
    • (1987) JASA , vol.82 , pp. 97-105
    • Laird, N.M.1    Lange, N.2    Strom, D.3
  • 29
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • N.M. Laird J.H. Ware Random-effects models for longitudinal data Biometrics 38 1982 963 974
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 30
    • 0000552177 scopus 로고
    • Growth curve prediction
    • J. Lee S. Geisser Growth curve prediction Sankhya A 34 1972 393 412
    • (1972) Sankhya A , vol.34 , pp. 393-412
    • Lee, J.1    Geisser, S.2
  • 31
    • 0000793457 scopus 로고
    • Applications of growth curve prediction
    • J. Lee S. Geisser Applications of growth curve prediction Sankhya A 37 1975 239 256
    • (1975) Sankhya A , vol.37 , pp. 239-256
    • Lee, J.1    Geisser, S.2
  • 32
    • 0003496949 scopus 로고
    • Statistical analysis with missing data
    • R.J.A. Little D.B. Rubin Statistical analysis with missing data 1987 John Wiley New York
    • (1987)
    • Little, R.J.A.1    Rubin, D.B.2
  • 33
    • 0004249599 scopus 로고
    • Random coefficient models
    • N.T. Longford Random coefficient models 1993 Clarendon Press Oxford
    • (1993)
    • Longford, N.T.1
  • 34
    • 0003663926 scopus 로고
    • Generalized linear models
    • P. McCullagh J.A. Nelder Generalized linear models 2nd ed. 1989 Chapman & Hall London
    • (1989)
    • McCullagh, P.1    Nelder, J.A.2
  • 35
    • 0000661332 scopus 로고
    • A generalized multivariate analysis of variance model useful especially for growth curve problems
    • R.F. Potthoff S.N. Roy A generalized multivariate analysis of variance model useful especially for growth curve problems Biometrika 51 1964 313 326
    • (1964) Biometrika , vol.51 , pp. 313-326
    • Potthoff, R.F.1    Roy, S.N.2
  • 36
    • 0003485515 scopus 로고
    • ML3 Software for Three-level Analysis User's Guide
    • R. Prosser J. Rasbash H. Goldstein ML3 Software for Three-level Analysis User's Guide 1990 Institute of Education, University of London
    • (1990)
    • Prosser, R.1    Rasbash, J.2    Goldstein, H.3
  • 37
    • 0002441796 scopus 로고
    • Some problems involving linear hypotheses in multivariate analysis
    • C.R. Rao Some problems involving linear hypotheses in multivariate analysis Biometrika 46 1959 49 58
    • (1959) Biometrika , vol.46 , pp. 49-58
    • Rao, C.R.1
  • 38
    • 0013832688 scopus 로고
    • The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves
    • C.R. Rao The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves Biometrika 52 1965 447 458
    • (1965) Biometrika , vol.52 , pp. 447-458
    • Rao, C.R.1
  • 39
    • 0001940268 scopus 로고
    • Covariance adjustment and related problems in multivariate analysis
    • C.R. Rao Covariance adjustment and related problems in multivariate analysis P.R. Krishnaiah Multivariate analysis II 1966 Academic Press New York 87 103
    • (1966) , pp. 87-103
    • Rao, C.R.1
  • 40
    • 0000544111 scopus 로고
    • Least squares theory using an estimated dispersion matrix and its application to measurement of signals
    • C.R. Rao Least squares theory using an estimated dispersion matrix and its application to measurement of signals Proceedings of the 5th Berkeley Symposium on Mathematical Statistics 1 1967 355 372
    • (1967) , pp. 355-372
    • Rao, C.R.1
  • 41
    • 0003436776 scopus 로고
    • Linear statistical inference and its applications
    • C.R. Rao Linear statistical inference and its applications 2nd ed. 1973 John Wiley New York
    • (1973)
    • Rao, C.R.1
  • 43
    • 0002007029 scopus 로고
    • Educational applications of hierarchical linear models: A review
    • S.W. Raudenbush Educational applications of hierarchical linear models: A review Journal of Educational Statistics 13 1988 85 118
    • (1988) Journal of Educational Statistics , vol.13 , pp. 85-118
    • Raudenbush, S.W.1
  • 45
    • 0001438230 scopus 로고
    • Unbalanced repeated measures models with structured covariance matrices
    • M.D. Schluchter Unbalanced repeated measures models with structured covariance matrices W.J. Dixon BMDP Statistical software manual Vol. 2 1988 University of California Press Berkeley, CA 1081 1114
    • (1988) , pp. 1081-1114
    • Schluchter, M.D.1
  • 46
    • 0003532441 scopus 로고
    • Multivariate analysis with applications in education and psychology
    • N.H. Timm Multivariate analysis with applications in education and psychology 1975 Wadsworth Belmont, CA
    • (1975)
    • Timm, N.H.1
  • 47
    • 70350346915 scopus 로고
    • Multivariate analysis of variance of repeated measurements
    • N.H. Timm Multivariate analysis of variance of repeated measurements P.R. Krishnaiah Handbook of statistics Vol. 1 1980 North Holland Amsterdam 41 87
    • (1980) , pp. 41-87
    • Timm, N.H.1
  • 48
    • 0003927151 scopus 로고
    • Reduced rank regression with structured residuals
    • R. Van der Leeden Reduced rank regression with structured residuals 1990 DSWO Press Leiden
    • (1990)
    • Van der Leeden, R.1
  • 49
    • 84865244428 scopus 로고
    • On quantitative longitudinal data in psychological research
    • R.A. Visser On quantitative longitudinal data in psychological research Ph.D. dissertation 1982 University of Leiden Published in 1985 as: Analysis of longitudinal data in behavioral and social research. Leiden: DSWO Press
    • (1982)
    • Visser, R.A.1
  • 50
    • 85114529931 scopus 로고
    • Beschrijving van de individuele ontwikkeling van leesvorderingen
    • M.J.M. Voeten Beschrijving van de individuele ontwikkeling van leesvorderingen Description of the individual development of reading achievement J. Hoogstraten W.J. van der Linden Methodologie, Onderwijsresearchdagen '91 Methodology. Educational research days '91 1991 SCO Amsterdam 79 88
    • (1991) , pp. 79-88
    • Voeten, M.J.M.1
  • 51
    • 85114526362 scopus 로고
    • Het modelleren van groeidata
    • K.E. Vrijburg Het modelleren van groeidata The modeling of growth data Unpublished MA thesis 1991 Department of Psychometrics and Research Methodology, University of Leiden
    • (1991)
    • Vrijburg, K.E.1
  • 52
    • 0002820474 scopus 로고
    • Linear models for the analysis of longitudinal studies
    • J.H. Ware Linear models for the analysis of longitudinal studies JASA 80 1985 95 101
    • (1985) JASA , vol.80 , pp. 95-101
    • Ware, J.H.1
  • 53
    • 0024205301 scopus 로고
    • Models for longitudinal data: a generalized estimating equation approach
    • S.L. Zeger K.-Y. Liang P.S. Albert Models for longitudinal data: a generalized estimating equation approach Biometrics 44 1988 1049 1060
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.