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Volumn 12, Issue 1, 2013, Pages 7-16

On the practical application of mixed effects models for repeated measures to clinical trial data

Author keywords

LOCF; missing data; MMRM

Indexed keywords

ANALYSIS OF COVARIANCE; ANALYTIC METHOD; ARTICLE; CLINICAL TRIAL (TOPIC); HUMAN; MIXED EFFECT MODELS FOR REPEATED MEASURE; SIMULATION; SYSTEMATIC ERROR;

EID: 84872487320     PISSN: 15391604     EISSN: 15391612     Source Type: Journal    
DOI: 10.1002/pst.1548     Document Type: Article
Times cited : (9)

References (12)
  • 1
    • 79952576381 scopus 로고    scopus 로고
    • Panel on Handling Missing Data in Clinical Trials, National Research Council, Committee on National Statistics, Division of behavioral and Social Sciences and Education. The National Academies Press: Washington DC.
    • Panel on Handling Missing Data in Clinical Trials, National Research Council, Committee on National Statistics, Division of behavioral and Social Sciences and Education. The Prevention and Treatment of Missing Data in Clinical Trials. The National Academies Press: Washington DC, 2010.
    • (2010) The Prevention and Treatment of Missing Data in Clinical Trials
  • 4
    • 46449124620 scopus 로고    scopus 로고
    • Handling drop-out in longitudinal clinical trials: A comparison of the LOCF and MMRM approaches
    • Lane P,. Handling drop-out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches. Pharmaceutical Statistics 2008; 7: 93-106.
    • (2008) Pharmaceutical Statistics , vol.7 , pp. 93-106
    • Lane, P.1
  • 5
    • 33644630414 scopus 로고    scopus 로고
    • The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA
    • Mallinckrodt C, Kaiser C, Watkin J, Molenberghs G, Carroll R,. The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA. Clinical Trials 2004; 1: 477-489.
    • (2004) Clinical Trials , vol.1 , pp. 477-489
    • Mallinckrodt, C.1    Kaiser, C.2    Watkin, J.3    Molenberghs, G.4    Carroll, R.5
  • 6
    • 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
    • Gueorguieva R,. Move over ANOVA: Progress in analyzing repeated-measures data and its reflection in papers published in the archives of general psychiatry. Archives of General Psychiatry 2004; 61 (3): 310-317.
    • (2004) Archives of General Psychiatry , vol.61 , Issue.3 , pp. 310-317
    • Gueorguieva, R.1
  • 7
    • 60749108941 scopus 로고    scopus 로고
    • MMRM vs. LOCF: A comprehensive comparison based on simulation study and 25 NDA datasets
    • Siddiqui O, Hung J, O'Neill R,. MMRM vs. LOCF: a comprehensive comparison based on simulation study and 25 NDA datasets. Journal of Biopharmaceutical Statistics 2009; 19: 227-246.
    • (2009) Journal of Biopharmaceutical Statistics , vol.19 , pp. 227-246
    • Siddiqui, O.1    Hung, J.2    O'Neill, R.3
  • 10
    • 0041633671 scopus 로고    scopus 로고
    • Last observation carry-forward and last observation analysis
    • Shao J, Zhong B,. Last observation carry-forward and last observation analysis. Statistics in Medicine 2003; 22: 2429-2441.
    • (2003) Statistics in Medicine , vol.22 , pp. 2429-2441
    • Shao, J.1    Zhong, B.2
  • 11
    • 47149084982 scopus 로고    scopus 로고
    • Recommendations for the primary analysis of continuous endpoints in longitudinal clinical trials
    • Mallinckrodt C, Lane P, Schnell D, Peng Y, Mancuso J,. Recommendations for the primary analysis of continuous endpoints in longitudinal clinical trials. Drug Information Journal 2008; 42: 303-319.
    • (2008) Drug Information Journal , vol.42 , pp. 303-319
    • Mallinckrodt, C.1    Lane, P.2    Schnell, D.3    Peng, Y.4    Mancuso, J.5
  • 12
    • 84872487057 scopus 로고    scopus 로고
    • European Medicines Agency (EMEA) Guideline on Missing Data in Confirmatory Clinical Trials released April 2009 (CPMP/EWP/1776/99 Rev. 1 Corr)
    • European Medicines Agency (EMEA) Guideline on Missing Data in Confirmatory Clinical Trials released April 2009 (CPMP/EWP/1776/99 Rev. 1 Corr).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.