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Volumn 56, Issue 4, 2003, Pages 341-350

A comparison between traditional methods and multilevel regression for the analysis of multicenter intervention studies

Author keywords

Fixed effects regression; Mixed effects regression; Multilevel regression; Naive regression; Nested data; Summary measures

Indexed keywords

HUMAN; INTERMETHOD COMPARISON; METHODOLOGY; OUTCOMES RESEARCH; POPULATION RESEARCH; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; REGRESSION ANALYSIS; REVIEW; TYPES OF STUDY;

EID: 0038289251     PISSN: 08954356     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0895-4356(03)00007-6     Document Type: Review
Times cited : (114)

References (38)
  • 1
    • 0025777091 scopus 로고
    • Random regression models for multicenter clinical trials data
    • Hedeker D., Gibbons R.D., Davis J.M. Random regression models for multicenter clinical trials data. Psychopharmacol Bull. 27:1991;73-77.
    • (1991) Psychopharmacol Bull , vol.27 , pp. 73-77
    • Hedeker, D.1    Gibbons, R.D.2    Davis, J.M.3
  • 2
    • 0022453546 scopus 로고
    • Do family physicians need medical assistance to detect and manage hypertension?
    • Bass M.J., McWinney I.R., Donner A. Do family physicians need medical assistance to detect and manage hypertension? Can Med Assoc J. 134:1986;1247-1255.
    • (1986) Can Med Assoc J , vol.134 , pp. 1247-1255
    • Bass, M.J.1    McWinney, I.R.2    Donner, A.3
  • 3
    • 0022598217 scopus 로고
    • Impact of vitamin A supplementation on childhood mortality. A randomized controlled community trial
    • Sommer A., Tarwotjo I., Djunaedi E., West K.P., Loeden A.A., Tilden R., Mele L. Impact of vitamin A supplementation on childhood mortality. A randomized controlled community trial. Lancet. 1:1986;1169-1173.
    • (1986) Lancet , vol.1 , pp. 1169-1173
    • Sommer, A.1    Tarwotjo, I.2    Djunaedi, E.3    West, K.P.4    Loeden, A.A.5    Tilden, R.6    Mele, L.7
  • 12
    • 0032529143 scopus 로고    scopus 로고
    • Some controversies in planning and analyzing multi-centre trials
    • Senn S. Some controversies in planning and analyzing multi-centre trials. Stat Med. 17:1998;1753-1765.
    • (1998) Stat Med , vol.17 , pp. 1753-1765
    • Senn, S.1
  • 13
    • 0002448428 scopus 로고
    • Hierarchical linear models and experimental design
    • L.K. Edward. New York: Marcel Dekker
    • Raudenbush S.W. Hierarchical linear models and experimental design. Edward L.K. Applied analysis of variance in behavioral science. 1993;459-496 Marcel Dekker, New York.
    • (1993) Applied analysis of variance in behavioral science , pp. 459-496
    • Raudenbush, S.W.1
  • 14
    • 17144472314 scopus 로고    scopus 로고
    • Multi-centre trial analysis revisited
    • Gould A.L. Multi-centre trial analysis revisited. Stat Med. 17:1998;1779-1797.
    • (1998) Stat Med , vol.17 , pp. 1779-1797
    • Gould, A.L.1
  • 15
    • 0032528888 scopus 로고    scopus 로고
    • A comparison of various estimator of treatment difference for a multi-centre clinical trial
    • Jones B., Teather J.W., Lewis J.A. A comparison of various estimator of treatment difference for a multi-centre clinical trial. Stat Med. 17:1998;1767-1777.
    • (1998) Stat Med , vol.17 , pp. 1767-1777
    • Jones, B.1    Teather, J.W.2    Lewis, J.A.3
  • 16
    • 0032395599 scopus 로고    scopus 로고
    • Does clustering affect the usual test statistics of no treatment effect in a randomized clinical trial?
    • Parzen M., Lipsitz S.R., Dear K.G.B. Does clustering affect the usual test statistics of no treatment effect in a randomized clinical trial? Biometrical J. 40:1998;385-402.
    • (1998) Biometrical J , vol.40 , pp. 385-402
    • Parzen, M.1    Lipsitz, S.R.2    Dear, K.G.B.3
  • 17
    • 21844517874 scopus 로고
    • Regression for longitudinal data: A bridge from least squares regression
    • Dunlop D.D. Regression for longitudinal data: a bridge from least squares regression. Am Stat. 48:1994;299-303.
    • (1994) Am Stat , vol.48 , pp. 299-303
    • Dunlop, D.D.1
  • 18
    • 84925979726 scopus 로고
    • The unit of analysis: Group means versus individual observations
    • Hopkins K.D. The unit of analysis: group means versus individual observations. Am Educ Res J. 19:1982;5-18.
    • (1982) Am Educ Res J , vol.19 , pp. 5-18
    • Hopkins, K.D.1
  • 19
    • 0000948082 scopus 로고
    • Statistical power with group mean as the unit of analysis
    • Barcikowski R.S. Statistical power with group mean as the unit of analysis. J Educ Statistics. 6:1981;267-285.
    • (1981) J Educ Statistics , vol.6 , pp. 267-285
    • Barcikowski, R.S.1
  • 20
    • 0002188633 scopus 로고
    • Statistical modelling issues in school effectiveness studies
    • Aitkin M., Longford N. Statistical modelling issues in school effectiveness studies. J R Stat Soc A. 149:1986;1-43.
    • (1986) J R Stat Soc A , vol.149 , pp. 1-43
    • Aitkin, M.1    Longford, N.2
  • 21
    • 0033560362 scopus 로고    scopus 로고
    • An introduction to hierarchical linear modelling
    • Sullivan L.M., Dukes K.A., Losina E. An introduction to hierarchical linear modelling. Stat Med. 18:1999;855-888.
    • (1999) Stat Med , vol.18 , pp. 855-888
    • Sullivan, L.M.1    Dukes, K.A.2    Losina, E.3
  • 22
    • 0032526166 scopus 로고    scopus 로고
    • Extending the simple linear regression model to account for correlated responses: An introduction to generalized estimating equations and multi-level mixed modelling
    • Burton P., Gurrin L., Sly P. Extending the simple linear regression model to account for correlated responses: an introduction to generalized estimating equations and multi-level mixed modelling. Stat Med. 17:1998;1261-1291.
    • (1998) Stat Med , vol.17 , pp. 1261-1291
    • Burton, P.1    Gurrin, L.2    Sly, P.3
  • 25
    • 0002756887 scopus 로고
    • Maximum likelihood estimation of components of variance
    • L.C.A. Corsten, & T. Postelnicu. România, Bucuresti: Editura Academica Republicii Socialite
    • Patterson H.D., Thompson R. Maximum likelihood estimation of components of variance. Corsten L.C.A., Postelnicu T. Proc. of the 8th international biometric conference. 1971;197-207 Editura Academica Republicii Socialite, România, Bucuresti.
    • (1971) Proc. of the 8th international biometric conference , pp. 197-207
    • Patterson, H.D.1    Thompson, R.2
  • 26
    • 0000650620 scopus 로고
    • Restircted unbiased iterative generalized least squares estimation
    • Goldstein H. Restircted unbiased iterative generalized least squares estimation. Biometrika. 76:1989;622-623.
    • (1989) Biometrika , vol.76 , pp. 622-623
    • Goldstein, H.1
  • 30
    • 0031776315 scopus 로고    scopus 로고
    • Between- and within-cluster covariate effects in the analysis of clustered data
    • Neuhaus J.M., Kalbfleisch J.D. Between- and within-cluster covariate effects in the analysis of clustered data. Biometrics. 54:1998;638-645.
    • (1998) Biometrics , vol.54 , pp. 638-645
    • Neuhaus, J.M.1    Kalbfleisch, J.D.2
  • 31
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K.-Y., Zeger S.L. Longitudinal data analysis using generalized linear models. Biometrika. 73:1986;13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 32
    • 0022673130 scopus 로고
    • Longitudinal data analysis for discrete and continuous outcomes
    • Zeger S.L., Liang K.-Y. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 42:1986;121-130.
    • (1986) Biometrics , vol.42 , pp. 121-130
    • Zeger, S.L.1    Liang, K.-Y.2
  • 33
    • 0032053517 scopus 로고    scopus 로고
    • Comparison of population-averaged and subject-specific approaches for analyzing repeated binary outcomes
    • Hu F.B., Goldberg J., Hedeker D., Flay B.R., Pentz M.A. Comparison of population-averaged and subject-specific approaches for analyzing repeated binary outcomes. Am J Epidemiology. 147:1998;694-703.
    • (1998) Am J Epidemiology , vol.147 , pp. 694-703
    • Hu, F.B.1    Goldberg, J.2    Hedeker, D.3    Flay, B.R.4    Pentz, M.A.5
  • 35
    • 0028528106 scopus 로고
    • Analysis of clustered data in community psychology: With an example from a worksite smoking cessation project
    • Hedeker D., McMahon S.D., Jason L.E., Salina D. Analysis of clustered data in community psychology: with an example from a worksite smoking cessation project. Am J Community Psychol. 22:1994;595-615.
    • (1994) Am J Community Psychol , vol.22 , pp. 595-615
    • Hedeker, D.1    McMahon, S.D.2    Jason, L.E.3    Salina, D.4
  • 36
    • 0031467709 scopus 로고    scopus 로고
    • Random effects probit and logistic regression model for three-level data
    • Gibbons R.D., Hedeker D. Random effects probit and logistic regression model for three-level data. Biometrics. 53:1997;1527-1537.
    • (1997) Biometrics , vol.53 , pp. 1527-1537
    • Gibbons, R.D.1    Hedeker, D.2
  • 37
    • 0035648129 scopus 로고    scopus 로고
    • Improved estimation procedures for multilevel models with binary response: A case-study
    • Rodríguez G., Goldman N. Improved estimation procedures for multilevel models with binary response: a case-study. J R Stat Soc A. 164:2001;339-355.
    • (2001) J R Stat Soc A , vol.164 , pp. 339-355
    • Rodríguez, G.1    Goldman, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.