메뉴 건너뛰기




Volumn 2, Issue 5, 2005, Pages 379-386

Direct likelihood analysis versus simple forms of imputation for missing data in randomized clinical trials

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; DATA ANALYSIS; MEDICAL RESEARCH; PRIORITY JOURNAL; RANDOMIZED CONTROLLED TRIAL; VALIDATION PROCESS;

EID: 27744601796     PISSN: 17407745     EISSN: 17407753     Source Type: Journal    
DOI: 10.1191/1740774505cn119oa     Document Type: Article
Times cited : (128)

References (29)
  • 2
    • 0014115513 scopus 로고
    • Explanatory and pragmatic attitudes in therapeutic trials
    • Schwartz D, Lellouch J. Explanatory and pragmatic attitudes in therapeutic trials. Journal of Chronic Diseases 1967; 20: 637-48.
    • (1967) Journal of Chronic Diseases , vol.20 , pp. 637-648
    • Schwartz, D.1    Lellouch, J.2
  • 3
    • 0032534659 scopus 로고    scopus 로고
    • Attitudes in clinical trials
    • Armitage P. Attitudes in clinical trials. Statistics in Medicine 1998; 17: 2675-83.
    • (1998) Statistics in Medicine , vol.17 , pp. 2675-2683
    • Armitage, P.1
  • 4
    • 0037198569 scopus 로고    scopus 로고
    • Study control, violators, inclusion criteria and defining explanatory and pragmatic trials
    • McMahon AD. Study control, violators, inclusion criteria and defining explanatory and pragmatic trials. Statistics in Medicine 2002; 21: 1365-76.
    • (2002) Statistics in Medicine , vol.21 , pp. 1365-1376
    • McMahon, A.D.1
  • 5
    • 10844230152 scopus 로고    scopus 로고
    • Structural mean effects of noncompliance: Estimating interaction with baseline prognosis and selection effects
    • Fischer K, Goetghebeur E. Structural mean effects of noncompliance: estimating interaction with baseline prognosis and selection effects. Journal of the American Statistical Association 2004; 99: 918-28.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 918-928
    • Fischer, K.1    Goetghebeur, E.2
  • 8
    • 0027090197 scopus 로고
    • Statistical handling of dropouts in longitudinal clinical trials
    • Heyting A, Tolboom J, Essers J. Statistical handling of dropouts in longitudinal clinical trials. Statistics in Medicine 1992; 11: 2043-61.
    • (1992) Statistics in Medicine , vol.11 , pp. 2043-2061
    • Heyting, A.1    Tolboom, J.2    Essers, J.3
  • 10
    • 0038147534 scopus 로고    scopus 로고
    • Assessing and interpreting treatment effects in longitudinal clinical trials with missing data
    • Mallinckrodt CH, Sanger TM, Dube S et al. Assessing and interpreting treatment effects in longitudinal clinical trials with missing data. Biological Psychiatry 2003b; 53: 754-60.
    • (2003) Biological Psychiatry , vol.53 , pp. 754-760
    • Mallinckrodt, C.H.1    Sanger, T.M.2    Dube, S.3
  • 11
    • 0029157096 scopus 로고
    • A multiple imputation strategy for clinical trials with truncation of patient data
    • Lavori PW, Dawson R, Shera D. A multiple imputation strategy for clinical trials with truncation of patient data. Statistics in Medicine 1995; 14: 1913-25.
    • (1995) Statistics in Medicine , vol.14 , pp. 1913-1925
    • Lavori, P.W.1    Dawson, R.2    Shera, D.3
  • 12
    • 0031729840 scopus 로고    scopus 로고
    • A comparison of the random-effects pattern mixture model with last observation carried forward (LOCF) analysis in longitudinal clinical trials with dropouts
    • Siddiqui O, Ali MW. A comparison of the random-effects pattern mixture model with last observation carried forward (LOCF) analysis in longitudinal clinical trials with dropouts. Journal of Biopharmaceutical Statistics 1998; 8: 545-63.
    • (1998) Journal of Biopharmaceutical Statistics , vol.8 , pp. 545-563
    • Siddiqui, O.1    Ali, M.W.2
  • 15
    • 0037947306 scopus 로고    scopus 로고
    • Interpreting incomplete data in studies of diet and weight loss
    • Ware JH. Interpreting incomplete data in studies of diet and weight loss. New England Journal of Medicine 2003; 348: 2136-37.
    • (2003) New England Journal of Medicine , vol.348 , pp. 2136-2137
    • Ware, J.H.1
  • 16
    • 10644222277 scopus 로고    scopus 로고
    • Analyzing incomplete longitudinal clinical trial data
    • Molenberghs G, Thijs H, Jansen I et al. Analyzing incomplete longitudinal clinical trial data. Biostatistics 2004; 5: 445-64.
    • (2004) Biostatistics , vol.5 , pp. 445-464
    • Molenberghs, G.1    Thijs, H.2    Jansen, I.3
  • 17
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin DB. Inference and missing data. Biometrika 1976; 63: 581-92.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 19
    • 0027265386 scopus 로고
    • Some conceptual and statistical issues in analysis of longitudinal psychiatric data
    • Gibbons RD, Hedeker D, Elkin I et al. Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Archives of General Psychiatry 1993; 50: 739-50.
    • (1993) Archives of General Psychiatry , vol.50 , pp. 739-750
    • Gibbons, R.D.1    Hedeker, D.2    Elkin, I.3
  • 20
    • 0035739468 scopus 로고    scopus 로고
    • Type I error rates from mixed-effects model repeated measures versus fixed effects analysis of variance with missing values imputed via last observation carried forward
    • Mallinckrodt CH, Clark WS, Stacy RD. Type I error rates from mixed-effects model repeated measures versus fixed effects analysis of variance with missing values imputed via last observation carried forward. Drug Information Journal 2001a; 4: 1215-25.
    • (2001) Drug Information Journal , vol.4 , pp. 1215-1225
    • Mallinckrodt, C.H.1    Clark, W.S.2    Stacy, R.D.3
  • 23
    • 0030460385 scopus 로고    scopus 로고
    • Intent-to-treat analysis in longitudinal studies with drop-outs
    • Little RJA, Yau L. Intent-to-treat analysis in longitudinal studies with drop-outs. Biometrics 1996; 52: 1324-33.
    • (1996) Biometrics , vol.52 , pp. 1324-1333
    • Little, R.J.A.1    Yau, L.2
  • 24
    • 0036399487 scopus 로고    scopus 로고
    • Comparison of alternative strategies for analysis of longitudinal trials with dropouts
    • Liu G, Gould AL. Comparison of alternative strategies for analysis of longitudinal trials with dropouts. Journal of Biopharmaceutical Statistics 2002; 12: 207-26.
    • (2002) Journal of Biopharmaceutical Statistics , vol.12 , pp. 207-226
    • Liu, G.1    Gould, A.L.2
  • 25
    • 0020333131 scopus 로고
    • Random effects models for longitudinal data
    • Laird NM, Ware JH. Random effects models for longitudinal data. Biometrics 1982; 38: 963-74.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 28
    • 0000661332 scopus 로고
    • A generalized multivariate analysis of variance model useful especially for growth curve problems
    • Potthoff RF, Roy SN. A generalized multivariate analysis of variance model useful especially for growth curve problems. Biometrika 1964; 51: 313-26.
    • (1964) Biometrika , vol.51 , pp. 313-326
    • Potthoff, R.F.1    Roy, S.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.