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Volumn 45, Issue 3, 2011, Pages 1-67

mice: Multivariate imputation by chained equations in R

Author keywords

Chained equations; Fully conditional specification; Gibbs sampler; MICE; Multiple imputation; Passive imputation; Predictor selection; R

Indexed keywords


EID: 79953732420     PISSN: None     EISSN: 15487660     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (11720)

References (152)
  • 2
    • 56149108507 scopus 로고    scopus 로고
    • Religion and Initiation Into Marijuana Use: The Deterring Role of Religious Friends
    • Adamczyk A, Palmer I (2008). "Religion and Initiation Into Marijuana Use: The Deterring Role of Religious Friends. " Journal of Drug Issues, 38(3), 717-741.
    • (2008) Journal of Drug Issues , vol.38 , Issue.3 , pp. 717-741
    • Adamczyk, A.1    Palmer, I.2
  • 3
  • 4
    • 85017468853 scopus 로고    scopus 로고
    • Shared-Parameter Models
    • In, G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs (eds.), chapter 18, CRC Press, Boca Raton, FL
    • Albert PS, Follmann D (2009). "Shared-Parameter Models. " In G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs (eds.), Longitudinal Data Analysis, chapter 18, pp. 433-452. CRC Press, Boca Raton, FL.
    • (2009) Longitudinal Data Analysis , pp. 433-452
    • Albert, P.S.1    Follmann, D.2
  • 8
    • 2442736478 scopus 로고    scopus 로고
    • Small Sample Degrees of Freedom with Multiple Imputation
    • Barnard J, Rubin DB (1999). "Small Sample Degrees of Freedom with Multiple Imputation. " Biometrika, 86, 948-955.
    • (1999) Biometrika , vol.86 , pp. 948-955
    • Barnard, J.1    Rubin, D.B.2
  • 11
    • 0038290384 scopus 로고    scopus 로고
    • Missing...Presumed at Random: Cost-Analysis of Incomplete Data
    • Briggs A, Clark T, Wolstenholme J, Clarke P (2003). "Missing...Presumed at Random: Cost-Analysis of Incomplete Data. " Health Economics, 12(5), 377-392.
    • (2003) Health Economics , vol.12 , Issue.5 , pp. 377-392
    • Briggs, A.1    Clark, T.2    Wolstenholme, J.3    Clarke, P.4
  • 12
    • 33947231025 scopus 로고    scopus 로고
    • Prospective Effect of Job Strain on General and Central Obesity in theWhitehall II Study
    • Brunner EJ, Chandola T, Marmot MG (2007). "Prospective Effect of Job Strain on General and Central Obesity in theWhitehall II Study. "American Journal of Epidemiology, 165(7), 828-837.
    • (2007) American Journal of Epidemiology , vol.165 , Issue.7 , pp. 828-837
    • Brunner, E.J.1    Chandola, T.2    Marmot, M.G.3
  • 13
    • 34249308543 scopus 로고    scopus 로고
    • Cost-Effectiveness in Clinical Trials: Using Multiple Imputation to Deal with Incomplete Cost Data
    • Burton A, Billingham LJ, Bryan S (2007). "Cost-Effectiveness in Clinical Trials: Using Multiple Imputation to Deal with Incomplete Cost Data. " Clinical Trials, 4(2), 154-161.
    • (2007) Clinical Trials , vol.4 , Issue.2 , pp. 154-161
    • Burton, A.1    Billingham, L.J.2    Bryan, S.3
  • 14
    • 42449127590 scopus 로고    scopus 로고
    • The Prevalence of Infrequent Bedwetting and Nocturnal Enuresis in Childhood
    • Butler RJ, Heron J (2008). "The Prevalence of Infrequent Bedwetting and Nocturnal Enuresis in Childhood. " Scandinavian Journal of Urology and Nephrology, 42(3), 257-264.
    • (2008) Scandinavian Journal of Urology and Nephrology , vol.42 , Issue.3 , pp. 257-264
    • Butler, R.J.1    Heron, J.2
  • 16
    • 62649090138 scopus 로고    scopus 로고
    • Overweight and Perception of Overweight as Predictors of Smokeless Tobacco Use and of Cigarette Smoking in a Cohort of Swedish Adolescents
    • Caria MP, Bellocco R, Zambon A, Horton NJ, Galanti MR (2009). "Overweight and Perception of Overweight as Predictors of Smokeless Tobacco Use and of Cigarette Smoking in a Cohort of Swedish Adolescents. " Addiction, 104(4), 661-668.
    • (2009) Addiction , vol.104 , Issue.4 , pp. 661-668
    • Caria, M.P.1    Bellocco, R.2    Zambon, A.3    Horton, N.J.4    Galanti, M.R.5
  • 18
    • 47849101528 scopus 로고    scopus 로고
    • Association of the Arterial Access Site at Angioplasty with Transfusion and Mortality: The M.O.R.T.A. L Study (Mortality Benefft of Reduced Transfusion after Percutaneous Coronary Intervention via the Arm or Leg)
    • Chase AJ, Fretz EB, WarburtonWP, Klinke WP, Carere RG, Pi D, Berry B, Hilton JD (2008). "Association of the Arterial Access Site at Angioplasty with Transfusion and Mortality: The M.O.R.T.A. L Study (Mortality Benefft of Reduced Transfusion after Percutaneous Coronary Intervention via the Arm or Leg). " Heart, 94(8), 1019-1025.
    • (2008) Heart , vol.94 , Issue.8 , pp. 1019-1025
    • Chase, A.J.1    Fretz, E.B.2    Warburton, W.P.3    Klinke, W.P.4    Carere, R.G.5    Pi, D.6    Berry, B.7    Hilton, J.D.8
  • 19
    • 0037263771 scopus 로고    scopus 로고
    • Developing a Prognostic Model in the Presence of Missing Data: An Ovarian Cancer Case Study
    • Clark TG, Altman DG (2003). "Developing a Prognostic Model in the Presence of Missing Data: An Ovarian Cancer Case Study. " Journal of Clinical Epidemiology, 56(1), 28-37.
    • (2003) Journal of Clinical Epidemiology , vol.56 , Issue.1 , pp. 28-37
    • Clark, T.G.1    Altman, D.G.2
  • 20
    • 0141841812 scopus 로고    scopus 로고
    • Survival Analysis Part IV: Further Concepts and Methods in Survival Analysis
    • Clark TG, Bradburn MJ, Love SB, Altman DG (2003). "Survival Analysis Part IV: Further Concepts and Methods in Survival Analysis. " British Journal of Cancer, 89(5), 781-786.
    • (2003) British Journal of Cancer , vol.89 , Issue.5 , pp. 781-786
    • Clark, T.G.1    Bradburn, M.J.2    Love, S.B.3    Altman, D.G.4
  • 22
    • 0035755636 scopus 로고    scopus 로고
    • A Comparison of Inclusive and Restrictive Strategies in Modern Missing Data Procedures
    • Collins LM, Schafer JL, Kam CM (2001). "A Comparison of Inclusive and Restrictive Strategies in Modern Missing Data Procedures. " Psychological Methods, 6(3), 330-351.
    • (2001) Psychological Methods , vol.6 , Issue.3 , pp. 330-351
    • Collins, L.M.1    Schafer, J.L.2    Kam, C.M.3
  • 24
    • 29844432434 scopus 로고    scopus 로고
    • Is Malarial Placental Infection Related to Peripheral Infection at Any Time of Pregnancy?
    • Cottrell G, Mary JY, Barro D, Cot M (2005). "Is Malarial Placental Infection Related to Peripheral Infection at Any Time of Pregnancy?" American Journal of Tropical Medicine and Hygiene, 73(6), 1112-1118.
    • (2005) American Journal of Tropical Medicine and Hygiene , vol.73 , Issue.6 , pp. 1112-1118
    • Cottrell, G.1    Mary, J.Y.2    Barro, D.3    Cot, M.4
  • 25
    • 34347250457 scopus 로고    scopus 로고
    • The Importance of the Period of Malarial Infection During Pregnancy on Birth Weight in Tropical Africa
    • Cottrell G, Mary JY, Barro D, Cot M (2007). "The Importance of the Period of Malarial Infection During Pregnancy on Birth Weight in Tropical Africa. " American Journal of Tropical Medicine and Hygiene, 76(5), 849-854.
    • (2007) American Journal of Tropical Medicine and Hygiene , vol.76 , Issue.5 , pp. 849-854
    • Cottrell, G.1    Mary, J.Y.2    Barro, D.3    Cot, M.4
  • 26
    • 33745863896 scopus 로고    scopus 로고
    • Changes in Traffc Crash Mortality Rates Attributed to Use of Alcohol, or Lack of a Seat Belt, Air Bag, Motorcycle Helmet, or Bicycle Helmet, United States, 1982-2001
    • Cummings P, Rivara FP, Olson CM, Smith KM (2006). "Changes in Traffc Crash Mortality Rates Attributed to Use of Alcohol, or Lack of a Seat Belt, Air Bag, Motorcycle Helmet, or Bicycle Helmet, United States, 1982-2001. " Injury Prevention, 12(3), 148-154.
    • (2006) Injury Prevention , vol.12 , Issue.3 , pp. 148-154
    • Cummings, P.1    Rivara, F.P.2    Olson, C.M.3    Smith, K.M.4
  • 30
    • 53949085724 scopus 로고    scopus 로고
    • Cross-National Moral Beliefs: The Inuence of National Religious Context
    • Finke R, Adamczyk A (2008). "Cross-National Moral Beliefs: The Inuence of National Religious Context. " Sociological Quarterly, 49(4), 617-652.
    • (2008) Sociological Quarterly , vol.49 , Issue.4 , pp. 617-652
    • Finke, R.1    Adamczyk, A.2
  • 31
    • 43949133849 scopus 로고    scopus 로고
    • Exploration of Associations Between Governance and Economics and Country Level Foot-and-Mouth Disease Status by Using Bayesian Model Averaging
    • Garabed RB, Johnson WO, Gill J, Perez AM, Thurmond MC (2008). "Exploration of Associations Between Governance and Economics and Country Level Foot-and-Mouth Disease Status by Using Bayesian Model Averaging. " Journal of the Royal Statistical Society A, 171(3), 699-722.
    • (2008) Journal of the Royal Statistical Society A , vol.171 , Issue.3 , pp. 699-722
    • Garabed, R.B.1    Johnson, W.O.2    Gill, J.3    Perez, A.M.4    Thurmond, M.C.5
  • 33
    • 17744369513 scopus 로고    scopus 로고
    • Discussion of Arnold et al. Conditionally Speciffed Distributions
    • Gelman A, Raghunathan TE (2001). "Discussion of Arnold et al. Conditionally Speciffed Distributions." Statistical Science, 16, 249-274.
    • (2001) Statistical Science , vol.16 , pp. 249-274
    • Gelman, A.1    Raghunathan, T.E.2
  • 35
    • 63249095839 scopus 로고    scopus 로고
    • The Performance of Multiple Imputation for Missing Covariate Data within the Context of Regression Relative Survival Analysis
    • the French Network of Cancer Registries FRANCIM
    • Giorgi R, Belot A, Gaudart J, Launoy G, the French Network of Cancer Registries FRANCIM (2008). "The Performance of Multiple Imputation for Missing Covariate Data within the Context of Regression Relative Survival Analysis. " Statistics in Medicine, 27(30), 6310-6331.
    • (2008) Statistics in Medicine , vol.27 , Issue.30 , pp. 6310-6331
    • Giorgi, R.1    Belot, A.2    Gaudart, J.3    Launoy, G.4
  • 39
    • 69049110853 scopus 로고    scopus 로고
    • 2in Incomplete Data Sets Using Multiple Imputation
    • 2in Incomplete Data Sets Using Multiple Imputation. " Journal of Applied Statistics, 36(10), 1109-1118.
    • (2009) Journal of Applied Statistics , vol.36 , Issue.10 , pp. 1109-1118
    • Harel, O.1
  • 43
    • 0031004856 scopus 로고    scopus 로고
    • Secondary Sexual Characteristics and Menses in Young Girls Seen in Offce Practice: A Study from the Pediatric Research in Offce Settings Network
    • Herman-Giddens ME, Slora EJ, Wasserman RC, Bourdony CJ, Bhapkar MV, Koch CG, Hasemeier CM (1997). "Secondary Sexual Characteristics and Menses in Young Girls Seen in Offce Practice: A Study from the Pediatric Research in Offce Settings Network. " Pediatrics, 99(4), 505-512.
    • (1997) Pediatrics , vol.99 , Issue.4 , pp. 505-512
    • Herman-Giddens, M.E.1    Slora, E.J.2    Wasserman, R.C.3    Bourdony, C.J.4    Bhapkar, M.V.5    Koch, C.G.6    Hasemeier, C.M.7
  • 49
    • 33846873244 scopus 로고    scopus 로고
    • Much Ado About Nothing: A Comparison of Missing Data Methods and Software to Fit Incomplete Data Regression Models
    • Horton NJ, Kleinman KP (2007). "Much Ado About Nothing: A Comparison of Missing Data Methods and Software to Fit Incomplete Data Regression Models. " The American Statistician, 61(1), 79-90.
    • (2007) The American Statistician , vol.61 , Issue.1 , pp. 79-90
    • Horton, N.J.1    Kleinman, K.P.2
  • 50
    • 23044525261 scopus 로고    scopus 로고
    • Multiple Imputation in Practice: Comparison of Software Packages for Regression Models with Missing Variables
    • Horton NJ, Lipsitz SR (2001). "Multiple Imputation in Practice: Comparison of Software Packages for Regression Models with Missing Variables. " The American Statistician, 55, 244-254.
    • (2001) The American Statistician , vol.55 , pp. 244-254
    • Horton, N.J.1    Lipsitz, S.R.2
  • 55
    • 62349107924 scopus 로고    scopus 로고
    • Canonical Representation of Conditionally Speciffed Multivariate Discrete Distributions
    • Ip EH, Wang YJ (2009). "Canonical Representation of Conditionally Speciffed Multivariate Discrete Distributions. " Journal of Multivariate Analysis, 100(6), 1282-1290.
    • (2009) Journal of Multivariate Analysis , vol.100 , Issue.6 , pp. 1282-1290
    • Ip, E.H.1    Wang, Y.J.2
  • 56
    • 77952099897 scopus 로고    scopus 로고
    • TNO Quality of Life, Leiden. URL
    • Jacobusse GW (2005). WinMICE User's Manual, TNO Quality of Life, Leiden. URL http://www.multiple-imputation.com/.
    • (2005) WinMICE User's Manual
    • Jacobusse, G.W.1
  • 57
    • 47649086213 scopus 로고    scopus 로고
    • Staging Exchange Partner Choices: When Do Status and Reputation Matter?
    • Jensen M, Roy A (2008). "Staging Exchange Partner Choices: When Do Status and Reputation Matter?" Academy of Management Journal, 51(3), 495-516.
    • (2008) Academy of Management Journal , vol.51 , Issue.3 , pp. 495-516
    • Jensen, M.1    Roy, A.2
  • 58
    • 0032359236 scopus 로고    scopus 로고
    • Application of Gibbs Sampling to Nested Variance Components Models with Heterogeneous Within-Group Variance
    • Kasim RM, Raudenbush SW (1998). "Application of Gibbs Sampling to Nested Variance Components Models with Heterogeneous Within-Group Variance. " Journal of Educational and Behavioral Statistics, 23(2), 93-116.
    • (1998) Journal of Educational and Behavioral Statistics , vol.23 , Issue.2 , pp. 93-116
    • Kasim, R.M.1    Raudenbush, S.W.2
  • 60
    • 0039051974 scopus 로고
    • Imputation of the 1989 Survey of Consumer Finances: Stochastic Relaxation and Multiple Imputation
    • Kennickell AB (1991). "Imputation of the 1989 Survey of Consumer Finances: Stochastic Relaxation and Multiple Imputation. " ASA 1991 Proceedings of the Section on Survey Research Methods, pp. 1-10.
    • (1991) ASA 1991 Proceedings of the Section on Survey Research Methods , pp. 1-10
    • Kennickell, A.B.1
  • 61
    • 59149096105 scopus 로고    scopus 로고
    • A Longitudinal Assessment of Coronary Interventional Program Quality-A Report from the American College of Cardiology-National Cardiovascular Data Registry
    • Klein LW, Kolm P, Xu X, Krone RJ, Anderson HV, Rumsfeld JS, Brindis RG, Weintraub WS (2009). "A Longitudinal Assessment of Coronary Interventional Program Quality-A Report from the American College of Cardiology-National Cardiovascular Data Registry. " JACC: Cardiovascular Interventions, 2(2), 136-143.
    • (2009) JACC: Cardiovascular Interventions , vol.2 , Issue.2 , pp. 136-143
    • Klein, L.W.1    Kolm, P.2    Xu, X.3    Krone, R.J.4    Anderson, H.V.5    Rumsfeld, J.S.6    Brindis, R.G.7    Weintraub, W.S.8
  • 64
    • 0040630186 scopus 로고
    • Signiffcance Levels from Repeated p-values with Multiply-Imputed Data
    • Li KH, Meng XL, Raghunathan TE, Rubin DB (1991). "Signiffcance Levels from Repeated p-values with Multiply-Imputed Data. " Statistica Sinica, 1, 65-92.
    • (1991) Statistica Sinica , vol.1 , pp. 65-92
    • Li, K.H.1    Meng, X.L.2    Raghunathan, T.E.3    Rubin, D.B.4
  • 66
    • 63049134413 scopus 로고    scopus 로고
    • Comments on: Missing Data Methods in Longitudinal Studies: A Review
    • Little RJA (2009a). "Comments on: Missing Data Methods in Longitudinal Studies: A Review. " Test, 18, 47-50.
    • (2009) Test , vol.18 , pp. 47-50
    • Little, R.J.A.1
  • 67
    • 85057445352 scopus 로고    scopus 로고
    • Selection and Pattern-Mixture Models
    • In G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs (eds.), chapter 18, CRC Press, Boca Raton, Fl
    • Little RJA (2009b). "Selection and Pattern-Mixture Models. " In G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs (eds.), Longitudinal Data Analysis, chapter 18, pp. 409-431. CRC Press, Boca Raton, Fl.
    • (2009) Longitudinal Data Analysis , pp. 409-431
    • Little, R.J.A.1
  • 70
    • 51249118233 scopus 로고    scopus 로고
    • Parental Drug Use, Early Adversities, Later Childhood Problems and Children's Use of Tobacco and Alcohol at Age 10: Birth Cohort Study
    • MacLeod J, Hickman M, Bowen E, Alati R, Tilling K, Smith GD (2008). "Parental Drug Use, Early Adversities, Later Childhood Problems and Children's Use of Tobacco and Alcohol at Age 10: Birth Cohort Study. " Addiction, 103(10), 1731-1743.
    • (2008) Addiction , vol.103 , Issue.10 , pp. 1731-1743
    • McLeod, J.1    Hickman, M.2    Bowen, E.3    Alati, R.4    Tilling, K.5    Smith, G.D.6
  • 72
    • 43749096577 scopus 로고    scopus 로고
    • The Incidence of Second Primary Invasive Melanoma in Queensland, 1982-2003
    • McCaul KA, Fritschi L, Baade P, Coory M (2008). "The Incidence of Second Primary Invasive Melanoma in Queensland, 1982-2003. " Cancer Causes and Control, 19(5), 451-458.
    • (2008) Cancer Causes and Control , vol.19 , Issue.5 , pp. 451-458
    • McCaul, K.A.1    Fritschi, L.2    Baade, P.3    Coory, M.4
  • 73
    • 59849095565 scopus 로고    scopus 로고
    • Estimation of Risk Factor Associations when the Response Is Inuenced by Medication Use: An Imputation Approach
    • McClelland RL, Kronmal RA, Haessler J, Blumenthal RS, Goff J (2008). "Estimation of Risk Factor Associations when the Response Is Inuenced by Medication Use: An Imputation Approach. " Statistics in Medicine, 27(24), 5039-5053.
    • (2008) Statistics in Medicine , vol.27 , Issue.24 , pp. 5039-5053
    • McClelland, R.L.1    Kronmal, R.A.2    Haessler, J.3    Blumenthal, R.S.4    Goff, J.5
  • 75
    • 84972537494 scopus 로고
    • Multiple Imputation with Uncongenial Sources of Input
    • Meng XL (1995). "Multiple Imputation with Uncongenial Sources of Input. " Statistical Science, 10, 538-573.
    • (1995) Statistical Science , vol.10 , pp. 538-573
    • Meng, X.L.1
  • 76
    • 0001109923 scopus 로고
    • Performing Likelihood Ratio Tests with Multiple-Imputed Data Sets
    • Meng XL, Rubin DB (1992). "Performing Likelihood Ratio Tests with Multiple-Imputed Data Sets. " Biometrika, 79(1), 103-111.
    • (1992) Biometrika , vol.79 , Issue.1 , pp. 103-111
    • Meng, X.L.1    Rubin, D.B.2
  • 77
    • 57049100318 scopus 로고    scopus 로고
    • Withdrawal Symptoms as a Predictor of Mortality in Patients HIVInfected Through Drug Use and Receiving Highly Active Antiretroviral Therapy (Haart)
    • Michel L, Giorgi R, Villes V, Poizot-Martin I, Dellamonica P, Spire B, Protopopescu C, Carrieri MP (2009). "Withdrawal Symptoms as a Predictor of Mortality in Patients HIVInfected Through Drug Use and Receiving Highly Active Antiretroviral Therapy (Haart). " Drug and Alcohol Dependence, 99(1-3), 96-104.
    • (2009) Drug and Alcohol Dependence , vol.99 , Issue.1-3 , pp. 96-104
    • Michel, L.1    Giorgi, R.2    Villes, V.3    Poizot-Martin, I.4    Dellamonica, P.5    Spire, B.6    Protopopescu, C.7    Carrieri, M.P.8
  • 79
    • 59849106338 scopus 로고    scopus 로고
    • School-Based Alcohol Education: Results of a Cluster-Randomized Controlled Trial
    • Morgenstern M, Wiborg G, Isensee B, Hanewinkel R (2009). "School-Based Alcohol Education: Results of a Cluster-Randomized Controlled Trial. " Addiction, 104(3), 402-412.
    • (2009) Addiction , vol.104 , Issue.3 , pp. 402-412
    • Morgenstern, M.1    Wiborg, G.2    Isensee, B.3    Hanewinkel, R.4
  • 82
    • 56549123102 scopus 로고    scopus 로고
    • Long-Term Immunologic Response to Antiretroviral Therapy in Low-Income Countries: A Collaborative Analysis of Prospective Studies
    • Nash D, Katyal M, Brinkhof MWG, Keiser O, May M, Hughes R, Dabis F, Wood R, Sprinz E, Schechter M, Egger M (2008). "Long-Term Immunologic Response to Antiretroviral Therapy in Low-Income Countries: A Collaborative Analysis of Prospective Studies. " Aids, 22(17), 2291-2302.
    • (2008) Aids , vol.22 , Issue.17 , pp. 2291-2302
    • Nash, D.1    Katyal, M.2    Brinkhof, M.W.G.3    Keiser, O.4    May, M.5    Hughes, R.6    Dabis, F.7    Wood, R.8    Sprinz, E.9    Schechter, M.10    Egger, M.11
  • 83
    • 33644813831 scopus 로고    scopus 로고
    • Prediction of Adolescent Smoking from Family and Social Risk Factors at 5 Years, and Maternal Smoking in Pregnancy and at 5 and 14 Years
    • O'Callaghan FV, O'Callaghan M, Najman JM, Williams GM, Bor W, Alati R (2006). "Prediction of Adolescent Smoking from Family and Social Risk Factors at 5 Years, and Maternal Smoking in Pregnancy and at 5 and 14 Years. " Addiction, 101(2), 282-290.
    • (2006) Addiction , vol.101 , Issue.2 , pp. 282-290
    • O'Callaghan, F.V.1    O'Callaghan, M.2    Najman, J.M.3    Williams, G.M.4    Bor, W.5    Alati, R.6
  • 85
    • 44349130893 scopus 로고    scopus 로고
    • Association of Physical Activity with Cancer Incidence, Mortality, and Survival: A Population-Based Study of Men
    • Orsini N, Mantzoros CS, Wolk A (2008b). "Association of Physical Activity with Cancer Incidence, Mortality, and Survival: A Population-Based Study of Men. " British Journal of Cancer, 98(11), 1864-1869.
    • (2008) British Journal of Cancer , vol.98 , Issue.11 , pp. 1864-1869
    • Orsini, N.1    Mantzoros, C.S.2    Wolk, A.3
  • 90
    • 0002344593 scopus 로고    scopus 로고
    • A Multivariate Technique for Multiply Imputing Missing Values Using a Sequence of Regression Models
    • Raghunathan TE, Lepkowski JM, van Hoewyk J, Solenberger P (2001). "A Multivariate Technique for Multiply Imputing Missing Values Using a Sequence of Regression Models. " Survey Methodology, 27, 85-95.
    • (2001) Survey Methodology , vol.27 , pp. 85-95
    • Raghunathan, T.E.1    Lepkowski, J.M.2    van Hoewyk, J.3    Solenberger, P.4
  • 91
    • 56649113049 scopus 로고    scopus 로고
    • Factors Affecting Self-Effcacy and Pain Intensity in Patients with Chronic Musculoskeletal Pain Seen in a Specialist Rheumatology Pain Clinic
    • Rahman A, Reed E, Underwood M, Shipley, E M, Omar RZ (2008). "Factors Affecting Self-Effcacy and Pain Intensity in Patients with Chronic Musculoskeletal Pain Seen in a Specialist Rheumatology Pain Clinic. " Rheumatology, 47(12), 1803-1808.
    • (2008) Rheumatology , vol.47 , Issue.12 , pp. 1803-1808
    • Rahman, A.1    Reed, E.2    Underwood, M.3    Shipley, E.M.4    Omar, R.Z.5
  • 93
    • 79961135005 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL
    • R Development Core Team (2011). R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http: //www.R-project.org/.
    • (2011) R: A Language and Environment for Statistical Computing
  • 94
    • 42149109802 scopus 로고    scopus 로고
    • Clustered and Missing Data in the Us National Trauma Data Bank: Implications for Analysis
    • Roudsari B, Field C, Caetano R (2008). "Clustered and Missing Data in the Us National Trauma Data Bank: Implications for Analysis. " Injury Prevention, 14(2), 96-100.
    • (2008) Injury Prevention , vol.14 , Issue.2 , pp. 96-100
    • Roudsari, B.1    Field, C.2    Caetano, R.3
  • 97
    • 20344370565 scopus 로고    scopus 로고
    • Multiple Imputation of Missing Values
    • Royston P (2004). "Multiple Imputation of Missing Values. " The Stata Journal, 4, 227-241.
    • (2004) The Stata Journal , vol.4 , pp. 227-241
    • Royston, P.1
  • 98
    • 32444450470 scopus 로고    scopus 로고
    • Multiple Imputation of Missing Values: Update
    • Royston P (2005). "Multiple Imputation of Missing Values: Update. " The Stata Journal, 5(2), 188-201.
    • (2005) The Stata Journal , vol.5 , Issue.2 , pp. 188-201
    • Royston, P.1
  • 99
    • 1542506052 scopus 로고    scopus 로고
    • Construction and Validation of a Prognostic Model Across Several Studies, with an Application in Superffcial Bladder Cancer
    • Royston P, Parmar MKB, Sylvester R (2004). "Construction and Validation of a Prognostic Model Across Several Studies, with an Application in Superffcial Bladder Cancer. " Statistics in Medicine, 23(6), 907-926.
    • (2004) Statistics in Medicine , vol.23 , Issue.6 , pp. 907-926
    • Royston, P.1    Parmar, M.K.B.2    Sylvester, R.3
  • 100
    • 84856270792 scopus 로고    scopus 로고
    • Multiple Imputation by Chained Equations (MICE): Implementation in Stata
    • URL
    • Royston P, White IR (2011). "Multiple Imputation by Chained Equations (MICE): Implementation in Stata. " Journal of Statistical Software, 45(4), 1-20. URL http://www.jstatsoft. org/v45/i04/.
    • (2011) Journal of Statistical Software , vol.45 , Issue.4 , pp. 1-20
    • Royston, P.1    White, I.R.2
  • 101
    • 0017133178 scopus 로고
    • Inference and Missing Data
    • Rubin DB (1976). "Inference and Missing Data. " Biometrika, 63, 581-590.
    • (1976) Biometrika , vol.63 , pp. 581-590
    • Rubin, D.B.1
  • 104
    • 0345241817 scopus 로고    scopus 로고
    • Nested Multiple Imputation of Nmes via Partially Incompatible MCMC
    • Rubin DB (2003). "Nested Multiple Imputation of Nmes via Partially Incompatible MCMC. " Statistica Neerlandica, 57(1), 3-18.
    • (2003) Statistica Neerlandica , vol.57 , Issue.1 , pp. 3-18
    • Rubin, D.B.1
  • 107
    • 43649094779 scopus 로고    scopus 로고
    • Time of Hypotension and Discharge Outcome in Children with Severe Traumatic Brain Injury
    • Samant UB, Mack CD, Koepsell T, Rivara FP, Vavilala MS (2008). "Time of Hypotension and Discharge Outcome in Children with Severe Traumatic Brain Injury. " Journal of Neurotrauma, 25(5), 495-502.
    • (2008) Journal of Neurotrauma , vol.25 , Issue.5 , pp. 495-502
    • Samant, U.B.1    Mack, C.D.2    Koepsell, T.3    Rivara, F.P.4    Vavilala, M.S.5
  • 110
    • 0036017469 scopus 로고    scopus 로고
    • Computational Strategies for Multivariate Linear Mixed-Effects Models with Missing Values
    • Schafer JL, Yucel RM (2002). "Computational Strategies for Multivariate Linear Mixed-Effects Models with Missing Values. " Journal of Computational and Graphical Statistics, 11(2), 437-457.
    • (2002) Journal of Computational and Graphical Statistics , vol.11 , Issue.2 , pp. 437-457
    • Schafer, J.L.1    Yucel, R.M.2
  • 112
    • 46649110768 scopus 로고    scopus 로고
    • A Markov Chain Monte Carlo Algorithm for Multiple Imputation in Large Surveys
    • Schunk D (2008). "A Markov Chain Monte Carlo Algorithm for Multiple Imputation in Large Surveys. " Advances in Statistical Analysis, 92(1), 101-114.
    • (2008) Advances in Statistical Analysis , vol.92 , Issue.1 , pp. 101-114
    • Schunk, D.1
  • 113
    • 53849129528 scopus 로고    scopus 로고
    • Systemic Inammatory Response Predicts Prognosis in Patients with Advanced-Stage Colorectal Cancer
    • Sharma R, Zucknick M, London R, Kacevska M, Liddle C, Clarke SJ (2008). "Systemic Inammatory Response Predicts Prognosis in Patients with Advanced-Stage Colorectal Cancer. " Clinical Colorectal Cancer, 7(5), 331-337.
    • (2008) Clinical Colorectal Cancer , vol.7 , Issue.5 , pp. 331-337
    • Sharma, R.1    Zucknick, M.2    London, R.3    Kacevska, M.4    Liddle, C.5    Clarke, S.J.6
  • 114
    • 0010342144 scopus 로고    scopus 로고
    • Ph.D. thesis, Harvard University, Department of Statistics
    • Shen Z (2000). Nested Multiple Imputation, Ph.D. thesis, Harvard University, Department of Statistics.
    • (2000) Nested Multiple Imputation
    • Shen, Z.1
  • 117
    • 4344635839 scopus 로고    scopus 로고
    • Second-Trimester Maternal Serum Levels of Alpha-Fetoprotein and the Subsequent Risk of Sudden Infant Death Syndrome
    • Smith GCS, Wood AM, Pell JP, White IR, Crossley JA, Dobbie R (2004b). "Second-Trimester Maternal Serum Levels of Alpha-Fetoprotein and the Subsequent Risk of Sudden Infant Death Syndrome. " New England Journal of Medicine, 351(10), 978-986.
    • (2004) New England Journal of Medicine , vol.351 , Issue.10 , pp. 978-986
    • Smith, G.C.S.1    Wood, A.M.2    Pell, J.P.3    White, I.R.4    Crossley, J.A.5    Dobbie, R.6
  • 119
    • 33645736062 scopus 로고    scopus 로고
    • Multiple Imputation of Missing Genotype Data for Unrelated Individuals
    • Souverein OW, Zwinderman AH, Tanck, T MW (2006). "Multiple Imputation of Missing Genotype Data for Unrelated Individuals. " Annals of Human Genetics, 70(3), 372-381.
    • (2006) Annals of Human Genetics , vol.70 , Issue.3 , pp. 372-381
    • Souverein, O.W.1    Zwinderman, A.H.2    Tanck, T.M.W.3
  • 120
    • 84856293892 scopus 로고    scopus 로고
    • SPSS Inc, SPSS Inc., Chicago, IL
    • SPSS Inc (2008a). SPSS 17 Algorithms, SPSS Inc., Chicago, IL.
    • (2008) SPSS 17 Algorithms
  • 121
    • 84856289704 scopus 로고    scopus 로고
    • SPSS Inc, SPSS Inc., Chicago, IL
    • SPSS Inc (2008b). SPSS 17 Missing Values, SPSS Inc., Chicago, IL.
    • (2008) SPSS 17 Missing Values
  • 122
    • 33750050943 scopus 로고    scopus 로고
    • Statistical Solutions, Statistical Solutions, Cork, Ireland. URL
    • Statistical Solutions (2001). SOLAS for Missing Data Analysis, Statistical Solutions, Cork, Ireland. URL http://www.solasmissingdata.com/.
    • (2001) SOLAS for Missing Data Analysis
  • 123
    • 84863414529 scopus 로고    scopus 로고
    • Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box
    • URL
    • Su YS, Gelman A, Hill J, Yajima M (2011). "Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box. " Journal of Statistical Software, 45(2), 1-31. URL http://www.jstatsoft.org/v45/i02/.
    • (2011) Journal of Statistical Software , vol.45 , Issue.2 , pp. 1-31
    • Su, Y.S.1    Gelman, A.2    Hill, J.3    Yajima, M.4
  • 124
    • 51249121345 scopus 로고    scopus 로고
    • The Transportability of Multisystemic Therapy to Sweden: Short-Term Results from a Randomized Trial of Conduct-Disordered Youths
    • Sundell K, Hansson K, Löfholm CA, Olsson T, Gustle LH, Kadesjö C (2008). "The Transportability of Multisystemic Therapy to Sweden: Short-Term Results from a Randomized Trial of Conduct-Disordered Youths. " Journal of Family Psychology, 22(4), 550-560.
    • (2008) Journal of Family Psychology , vol.22 , Issue.4 , pp. 550-560
    • Sundell, K.1    Hansson, K.2    Löfholm, C.A.3    Olsson, T.4    Gustle, L.H.5    Kadesjö, C.6
  • 125
    • 49249139259 scopus 로고    scopus 로고
    • Determinants of Support for European Integration: The Case of Bulgaria
    • Tanasoiu C, Colonescu C (2008). "Determinants of Support for European Integration: The Case of Bulgaria. " European Union Politics, 9(3), 363-377.
    • (2008) European Union Politics , vol.9 , Issue.3 , pp. 363-377
    • Tanasoiu, C.1    Colonescu, C.2
  • 127
    • 53549115066 scopus 로고    scopus 로고
    • Natural History of Hepatitis C Virus Infection in HIV-Infected Individuals and the Impact of HIV in the Era of Highly Active Antiretroviral Therapy: A Meta-Analysis
    • Thein HH, Yi Q, Dore GJ, Krahn MD (2008). "Natural History of Hepatitis C Virus Infection in HIV-Infected Individuals and the Impact of HIV in the Era of Highly Active Antiretroviral Therapy: A Meta-Analysis. " Aids, 22(15), 1979-1991.
    • (2008) Aids , vol.22 , Issue.15 , pp. 1979-1991
    • Thein, H.H.1    Yi, Q.2    Dore, G.J.3    Krahn, M.D.4
  • 129
    • 56749149819 scopus 로고    scopus 로고
    • Active and Passive Smoking and Risk of Narcolepsy in People with Hla Dqb1*0602: A Population-Based Case-Control Study
    • Ton TGN, Longstreth J, Koepsell T (2009). "Active and Passive Smoking and Risk of Narcolepsy in People with Hla Dqb1*0602: A Population-Based Case-Control Study." Neuroepidemiology, 32(2), 114-121.
    • (2009) Neuroepidemiology , vol.32 , Issue.2 , pp. 114-121
    • Ton, T.G.N.1    Longstreth, J.2    Koepsell, T.3
  • 130
    • 34347407592 scopus 로고    scopus 로고
    • Multiple Imputation of Discrete and Continuous Data by Fully Conditional Speciffcation
    • van Buuren S (2007). "Multiple Imputation of Discrete and Continuous Data by Fully Conditional Speciffcation. " Statistical Methods in Medical Research, 16(3), 219-242.
    • (2007) Statistical Methods in Medical Research , vol.16 , Issue.3 , pp. 219-242
    • van Buuren, S.1
  • 131
    • 85130029608 scopus 로고    scopus 로고
    • Multiple Imputation of Multilevel Data
    • In, JJ Hox, K Roberts (eds.), chapter 10, Routledge, Milton Park, UK
    • van Buuren S (2010). "Multiple Imputation of Multilevel Data. " In JJ Hox, K Roberts (eds.), The Handbook of Advanced Multilevel Analysis, chapter 10, pp. 173-196. Routledge, Milton Park, UK.
    • (2010) The Handbook of Advanced Multilevel Analysis , pp. 173-196
    • van Buuren, S.1
  • 133
    • 0033616909 scopus 로고    scopus 로고
    • Multiple Imputation of Missing Blood Pressure Covariates in Survival Analysis
    • van Buuren S, Boshuizen HC, Knook DL (1999). "Multiple Imputation of Missing Blood Pressure Covariates in Survival Analysis. " Statistics in Medicine, 18(6), 681-694.
    • (1999) Statistics in Medicine , vol.18 , Issue.6 , pp. 681-694
    • van Buuren, S.1    Boshuizen, H.C.2    Knook, D.L.3
  • 139
  • 143
    • 23844480727 scopus 로고    scopus 로고
    • Bullying and Victimization in Elementary Schools: A Comparison of Bullies, Victims, Bully/Victims, and Uninvolved Preadolescents
    • Veenstra R, Lindenberg S, Winter AFD, Oldehinkel AJ, Verhulst FC, Ormel J (2005). "Bullying and Victimization in Elementary Schools: A Comparison of Bullies, Victims, Bully/Victims, and Uninvolved Preadolescents. " Developmental Psychology, 41(4), 672-682.
    • (2005) Developmental Psychology , vol.41 , Issue.4 , pp. 672-682
    • Veenstra, R.1    Lindenberg, S.2    Winter, A.F.D.3    Oldehinkel, A.J.4    Verhulst, F.C.5    Ormel, J.6
  • 146
    • 34250674042 scopus 로고    scopus 로고
    • Changes in Health Care Expenditure Associated with Gaining or Losing Health Insurance
    • Ward L, Franks P (2007). "Changes in Health Care Expenditure Associated with Gaining or Losing Health Insurance. " Annals of Internal Medicine, 146(11), 768-774.
    • (2007) Annals of Internal Medicine , vol.146 , Issue.11 , pp. 768-774
    • Ward, L.1    Franks, P.2
  • 147
    • 77955271783 scopus 로고    scopus 로고
    • Avoiding Bias Due to Perfect Prediction in Multiple Imputation of Incomplete Categorical Variables
    • White IR, Daniel R, Royston P (2010). "Avoiding Bias Due to Perfect Prediction in Multiple Imputation of Incomplete Categorical Variables. " Computational Statistics & Data Analysis, 54, 2267-2275.
    • (2010) Computational Statistics & Data Analysis , vol.54 , pp. 2267-2275
    • White, I.R.1    Daniel, R.2    Royston, P.3
  • 149
    • 32444443418 scopus 로고    scopus 로고
    • Treatment for Rheumatoid Arthritis and the Risk of Hospitalization for Pneumonia: Associations with Prednisone, Disease-Modifying Antirheumatic Drugs, and Anti-Tumor Necrosis Factor Therapy
    • Wolfe F, Caplan L, Michaud K (2006). "Treatment for Rheumatoid Arthritis and the Risk of Hospitalization for Pneumonia: Associations with Prednisone, Disease-Modifying Antirheumatic Drugs, and Anti-Tumor Necrosis Factor Therapy. " Arthritis and Rheumatism, 54(2), 628-634.
    • (2006) Arthritis and Rheumatism , vol.54 , Issue.2 , pp. 628-634
    • Wolfe, F.1    Caplan, L.2    Michaud, K.3
  • 150
    • 48249126832 scopus 로고    scopus 로고
    • How Should Variable Selection Be Performed with Multiply Imputed Data?
    • Wood AM, White IR, Royston P (2008). "How Should Variable Selection Be Performed with Multiply Imputed Data?" Statistics in Medicine, 27(17), 3227-3246.
    • (2008) Statistics in Medicine , vol.27 , Issue.17 , pp. 3227-3246
    • Wood, A.M.1    White, I.R.2    Royston, P.3
  • 152
    • 45749108295 scopus 로고    scopus 로고
    • Multiple Imputation Inference for Multivariate Multilevel Continuous Data with Ignorable Non-Response
    • Yucel RM (2008). "Multiple Imputation Inference for Multivariate Multilevel Continuous Data with Ignorable Non-Response. " Philosophical Transactions of the Royal Society A, 366, 2389-2403.
    • (2008) Philosophical Transactions of the Royal Society A , vol.366 , pp. 2389-2403
    • Yucel, R.M.1


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