메뉴 건너뛰기




Volumn 25, Issue 7, 2009, Pages

Multiple imputation for missing cardiac magnetic resonance imaging data: Results from the Multi-Ethnic Study of Atherosclerosis (MESA)

Author keywords

Comparison of methods; Complete case; Magnetic resonance imaging; Multiple imputation

Indexed keywords

ANTIHYPERTENSIVE AGENT; ANTILIPEMIC AGENT; HIGH DENSITY LIPOPROTEIN CHOLESTEROL; LOW DENSITY LIPOPROTEIN CHOLESTEROL;

EID: 67849133246     PISSN: 0828282X     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0828-282x(09)70507-0     Document Type: Article
Times cited : (4)

References (19)
  • 1
    • 33845225600 scopus 로고    scopus 로고
    • Traditional cardiovascular risk factors in relation to left ventricular mass, volume, and systolic function by cardiac magnetic resonance imaging: The Multiethnic Study of Atherosclerosis
    • Heckbert SR, Post W, Pearson GD, et al. Traditional cardiovascular risk factors in relation to left ventricular mass, volume, and systolic function by cardiac magnetic resonance imaging: The Multiethnic Study of Atherosclerosis. J Am Coll Cardiol 2006;48:2285-92.
    • (2006) J Am Coll Cardiol , vol.48 , pp. 2285-2292
    • Heckbert, S.R.1    Post, W.2    Pearson, G.D.3
  • 2
    • 0036840537 scopus 로고    scopus 로고
    • Multi-Ethnic Study of Atherosclerosis: Objectives and design
    • Bild DE, Bluemke DA, Burke GL, et al. Multi-Ethnic Study of Atherosclerosis: Objectives and design. Am J Epidemiol 2002;156:871-81.
    • (2002) Am J Epidemiol , vol.156 , pp. 871-881
    • Bild, D.E.1    Bluemke, D.A.2    Burke, G.L.3
  • 3
    • 3042807973 scopus 로고    scopus 로고
    • Imputations of missing values in practice: Results from imputations of serum cholesterol in 28 cohort studies
    • Barzi F, Woodward M. Imputations of missing values in practice: Results from imputations of serum cholesterol in 28 cohort studies. Am J Epidemiol 2004;160:34-45.
    • (2004) Am J Epidemiol , vol.160 , pp. 34-45
    • Barzi, F.1    Woodward, M.2
  • 4
    • 0029584587 scopus 로고
    • A critical look at methods for handling missing covariates in epidemiologic regression analyses
    • Greenland S, Finkle WD. A critical look at methods for handling missing covariates in epidemiologic regression analyses. Am J Epidemiol 1995;142:1255-64.
    • (1995) Am J Epidemiol , vol.142 , pp. 1255-1264
    • Greenland, S.1    Finkle, W.D.2
  • 5
    • 85047673373 scopus 로고    scopus 로고
    • Missing data: Our view of the state of the art
    • Schafer JL, Graham JW. Missing data: Our view of the state of the art. Psychol Methods 2002;7:147-77.
    • (2002) Psychol Methods , vol.7 , pp. 147-177
    • Schafer, J.L.1    Graham, J.W.2
  • 6
    • 33748530614 scopus 로고    scopus 로고
    • Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: A clinical example
    • van der Heijden GJ, Donders AR, Stijnen T, Moons KG. Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: A clinical example. J Clin Epidemiol 2006;59:1102-9.
    • (2006) J Clin Epidemiol , vol.59 , pp. 1102-1109
    • van der Heijden, G.J.1    Donders, A.R.2    Stijnen, T.3    Moons, K.G.4
  • 7
    • 0030539070 scopus 로고    scopus 로고
    • Multiple imputation after 18+ years
    • Rubin DB. Multiple imputation after 18+ years. J Am Stat Assoc 1996;91:473-89.
    • (1996) J Am Stat Assoc , vol.91 , pp. 473-489
    • Rubin, D.B.1
  • 8
    • 33745541684 scopus 로고    scopus 로고
    • Cardiovascular function in multi-ethnic study of atherosclerosis: Normal values by age, sex, and ethnicity
    • Natori S, Lai S, Finn JP, et al. Cardiovascular function in multi-ethnic study of atherosclerosis: Normal values by age, sex, and ethnicity. AJR Am J Roentgenol 2006;186(6 Suppl 2):S357-65.
    • (2006) AJR Am J Roentgenol , vol.186 , Issue.6 SUPPL. 2
    • Natori, S.1    Lai, S.2    Finn, J.P.3
  • 9
    • 0035049158 scopus 로고    scopus 로고
    • Adjt1sting for multiple testing - when and how?
    • Bender R, Lange S. Adjt1sting for multiple testing - when and how? J Clin Epidemiol 2001;54:343-9.
    • (2001) J Clin Epidemiol , vol.54 , pp. 343-349
    • Bender, R.1    Lange, S.2
  • 10
    • 84972537494 scopus 로고
    • Multiple-imputation inferences with uncongenial sources of input (with discussion)
    • Meng XL. Multiple-imputation inferences with uncongenial sources of input (with discussion). Statist Sci 1994;10:538-73.
    • (1994) Statist Sci , vol.10 , pp. 538-573
    • Meng, X.L.1
  • 13
    • 33748709502 scopus 로고    scopus 로고
    • Using the outcome for imputation of missing predictor values was preferred
    • Moons KG, Donders RA, Stijnen T, Harrell FE Jr. Using the outcome for imputation of missing predictor values was preferred. J Clin Epidemiol 2006;59:1092-101.
    • (2006) J Clin Epidemiol , vol.59 , pp. 1092-1101
    • Moons, K.G.1    Donders, R.A.2    Stijnen, T.3    Harrell Jr., F.E.4
  • 14
    • 0032960273 scopus 로고    scopus 로고
    • Multiple imputation: A primer
    • Schafer JL. Multiple imputation: A primer. Stat Methods Med Res 1999;8:3-15.
    • (1999) Stat Methods Med Res , vol.8 , pp. 3-15
    • Schafer, J.L.1
  • 15
    • 0037220933 scopus 로고    scopus 로고
    • Multiple imputation of baseline data in the Cardiovascular Health Study
    • Arnold AM, Kronmal RA. Multiple imputation of baseline data in the Cardiovascular Health Study. Am J Epiderniol 2003;157:74-84.
    • (2003) Am J Epiderniol , vol.157 , pp. 74-84
    • Arnold, A.M.1    Kronmal, R.A.2
  • 16
    • 0142011017 scopus 로고    scopus 로고
    • Imputation of missing longitudinal data: A comparison of methods
    • Engels JM, Diehr P. Imputation of missing longitudinal data: A comparison of methods. J Clin Epidemiol 2003;56:968-76.
    • (2003) J Clin Epidemiol , vol.56 , pp. 968-976
    • Engels, J.M.1    Diehr, P.2
  • 17
    • 33847704498 scopus 로고    scopus 로고
    • Missing data on the Center for Epidemiologic Studies Depression Scale: A comparison of 4 imputation techniques
    • Bono C, Ried LD, Kimberlin C, Vogel B. Missing data on the Center for Epidemiologic Studies Depression Scale: A comparison of 4 imputation techniques. Res Social Adm Pharm 2007;3:1-27.
    • (2007) Res Social Adm Pharm , vol.3 , pp. 1-27
    • Bono, C.1    Ried, L.D.2    Kimberlin, C.3    Vogel, B.4
  • 18
    • 34248645121 scopus 로고    scopus 로고
    • Framingham Heart Study. Multiple imputation methods for longitudinal blood pressure measurements from the Framingham Heart Study
    • Kang T, Kraft P, Gauderman WJ, Thomas D; Framingham Heart Study. Multiple imputation methods for longitudinal blood pressure measurements from the Framingham Heart Study. BMC Genet 2003;4(Suppl 1):S43.
    • (2003) BMC Genet , vol.4 , Issue.SUPPL. 1
    • Kang, T.1    Kraft, P.2    Gauderman, W.J.3    Thomas, D.4
  • 19
    • 0027445119 scopus 로고
    • Adherence to treatment and health outcomes
    • Horwitz RI, Horwitz SM. Adherence to treatment and health outcomes. Arch Intern Med 1993;153:1863-8.
    • (1993) Arch Intern Med , vol.153 , pp. 1863-1868
    • Horwitz, R.I.1    Horwitz, S.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.