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Volumn 12, Issue 1, 2011, Pages

Is there a role for expectation maximization imputation in addressing missing data in research using WOMAC questionnaire? Comparison to the Standard mean approach and a tutorial

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ALGORITHM; ARTICLE; COHORT ANALYSIS; CONTROLLED STUDY; EXPECTATION MAXIMIZATION IMPUTATION METHOD; FEMALE; HUMAN; INFORMATION PROCESSING; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MALE; MEASUREMENT ACCURACY; PATIENT-REPORTED OUTCOME; PROBABILITY; SAMPLE SIZE; SIMULATION; WESTERN ONTARIO AND MCMASTER UNIVERSITIES OSTEOARTHRITIS INDEX; ADOLESCENT; COMPARATIVE STUDY; DAILY LIFE ACTIVITY; DISABILITY; EPIDEMIOLOGY; HIP; HIP ARTHROPLASTY; HIP OSTEOARTHRITIS; HOSPITALIZATION; MIDDLE AGED; PAIN ASSESSMENT; PATHOPHYSIOLOGY; PROSPECTIVE STUDY; QUESTIONNAIRE; REGISTER; STATISTICAL MODEL; UNITED STATES;

EID: 79956222863     PISSN: None     EISSN: 14712474     Source Type: Journal    
DOI: 10.1186/1471-2474-12-109     Document Type: Article
Times cited : (31)

References (16)
  • 1
    • 33644795836 scopus 로고    scopus 로고
    • The WOMAC Knee and Hip Osteoarthritis Indices: Development, validation, globalization and influence on the development of the AUSCAN Hand Osteoarthritis Indices
    • Bellamy N: The WOMAC Knee and Hip Osteoarthritis Indices: development, validation, globalization and influence on the development of the AUSCAN Hand Osteoarthritis Indices. Clin Exp Rheumatol 2005, 23(5 Suppl 39):S148-153.
    • (2005) Clin Exp Rheumatol , vol.23 , Issue.5 , pp. S148-S153
    • Bellamy, N.1
  • 2
    • 0024268463 scopus 로고
    • Validation study of WOMAC: A health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee
    • Bellamy N, Buchanan WW, Goldsmith CH, Campbell J, Stitt LW: Validation study of WOMAC: a health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee. J Rheumatol 1988, 15(12):1833-1840.
    • (1988) J Rheumatol , vol.15 , Issue.12 , pp. 1833-1840
    • Bellamy, N.1    Buchanan, W.W.2    Goldsmith, C.H.3    Campbell, J.4    Stitt, L.W.5
  • 4
    • 85041612025 scopus 로고    scopus 로고
    • A comparison of multiple imputation with EM algorithm and MCMC method for quality of life missing data
    • Lin TH: A comparison of multiple imputation with EM algorithm and MCMC method for quality of life missing data. Quality and Quantity 2008.
    • (2008) Quality and Quantity
    • Lin, T.H.1
  • 5
    • 38849146339 scopus 로고    scopus 로고
    • Functional improvement after Total Knee Arthroplasty Revision: New observations on the dimensional nature of outcome
    • Mulhall KJ, Ghomrawi HM, Bershadsky B, Saleh KJ: Functional improvement after Total Knee Arthroplasty Revision: New observations on the dimensional nature of outcome. J Orthop Surg 2007, 2:25.
    • (2007) J Orthop Surg , vol.2 , pp. 25
    • Mulhall, K.J.1    Ghomrawi, H.M.2    Bershadsky, B.3    Saleh, K.J.4
  • 6
    • 34248526063 scopus 로고    scopus 로고
    • Validation of a short form of the Western Ontario and McMaster Universities Osteoarthritis Index function subscale in hip and knee osteoarthritis
    • Baron G, Tubach F, Ravaud P, Logeart I, Dougados M: Validation of a short form of the Western Ontario and McMaster Universities Osteoarthritis Index function subscale in hip and knee osteoarthritis. Arthritis Rheum 2007, 57(4):633-638.
    • (2007) Arthritis Rheum , vol.57 , Issue.4 , pp. 633-638
    • Baron, G.1    Tubach, F.2    Ravaud, P.3    Logeart, I.4    Dougados, M.5
  • 8
    • 0038826566 scopus 로고    scopus 로고
    • Hip disability and osteoarthritis outcome score (HOOS)-validity and responsiveness in total hip replacement
    • Nilsdotter AK, Lohmander LS, Klassbo M, Roos EM: Hip disability and osteoarthritis outcome score (HOOS)-validity and responsiveness in total hip replacement. BMC Musculoskelet Disord 2003, 4:10.
    • (2003) BMC Musculoskelet Disord , vol.4 , pp. 10
    • Nilsdotter, A.K.1    Lohmander, L.S.2    Klassbo, M.3    Roos, E.M.4
  • 9
    • 4243144951 scopus 로고    scopus 로고
    • The Knee injury and Osteoarthritis Outcome Score (KOOS): From joint injury to osteoarthritis
    • Roos EM, Lohmander LS: The Knee injury and Osteoarthritis Outcome Score (KOOS): from joint injury to osteoarthritis. Health Qual Life Outcomes 2003, 1:64.
    • (2003) Health Qual Life Outcomes , vol.1 , pp. 64
    • Roos, E.M.1    Lohmander, L.S.2
  • 10
    • 2342577808 scopus 로고    scopus 로고
    • Knee injury and Osteoarthritis Outcome Score (KOOS) - Validation and comparison to the WOMAC in total knee replacement
    • Roos EM, Toksvig-Larsen S: Knee injury and Osteoarthritis Outcome Score (KOOS) - validation and comparison to the WOMAC in total knee replacement. Health Qual Life Outcomes 2003, 1:17.
    • (2003) Health Qual Life Outcomes , vol.1 , pp. 17
    • Roos, E.M.1    Toksvig-Larsen, S.2
  • 11
  • 12
    • 41849108476 scopus 로고    scopus 로고
    • Individualising the Western Ontario and McMaster Universities osteoarthritis index (WOMAC) function subscale: Incorporating patient priorities for improvement to measure functional impairment in hip or knee osteoarthritis
    • Seror R, Tubach F, Baron G, Falissard B, Logeart I, Dougados M, Ravaud P: Individualising the Western Ontario and McMaster Universities osteoarthritis index (WOMAC) function subscale: incorporating patient priorities for improvement to measure functional impairment in hip or knee osteoarthritis. Ann Rheum Dis 2008, 67(4):494-499.
    • (2008) Ann Rheum Dis , vol.67 , Issue.4 , pp. 494-499
    • Seror, R.1    Tubach, F.2    Baron, G.3    Falissard, B.4    Logeart, I.5    Dougados, M.6    Ravaud, P.7
  • 13
    • 11344265273 scopus 로고    scopus 로고
    • Using patients' and rheumatologists' opinions to specify a short form of the WOMAC function subscale
    • Tubach F, Baron G, Falissard B, Logeart I, Dougados M, Bellamy N, Ravaud P: Using patients' and rheumatologists' opinions to specify a short form of the WOMAC function subscale. Ann Rheum Dis 2005, 64(1):75-79.
    • (2005) Ann Rheum Dis , vol.64 , Issue.1 , pp. 75-79
    • Tubach, F.1    Baron, G.2    Falissard, B.3    Logeart, I.4    Dougados, M.5    Bellamy, N.6    Ravaud, P.7
  • 14
    • 85041595406 scopus 로고    scopus 로고
    • EM Algorithm for Data with Missing Values. [http://support.sas.com/rnd/app/da/new/802ce/stat/chap9/sect14.htm].
  • 15
    • 85041561604 scopus 로고    scopus 로고
    • PASW Missing Values. [http://www.spss.com/software/statistics/missingvalues/].
  • 16
    • 85041609921 scopus 로고    scopus 로고
    • Expectation maximization- to manage missing data. [http://www.psych-it. com.au/Psychlopedia/article.asp?id=267].


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.