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Volumn 31, Issue 1, 2010, Pages 54-60

Approaches to handling missing data within developmental and behavioral pediatric research

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BEHAVIOR; CHILD; CHILD DEVELOPMENT; DATA BASE; HUMAN; MEDICAL RESEARCH; METHODOLOGY; PEDIATRICS; STATISTICAL MODEL;

EID: 76149103894     PISSN: 0196206X     EISSN: None     Source Type: Journal    
DOI: 10.1097/DBP.0b013e3181c73037     Document Type: Article
Times cited : (4)

References (35)
  • 1
    • 33845667967 scopus 로고    scopus 로고
    • Missing data: What to do with or without them
    • Widaman KF. Missing data: what to do with or without them. Monogr Soc Res Child Dev. 2006;71:42-64.
    • (2006) Monogr Soc Res Child Dev , vol.71 , pp. 42-64
    • Widaman, K.F.1
  • 2
    • 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;7:147-177.
    • (2002) Psychol Methods , vol.7 , pp. 147-177
    • Schafer, J.L.1    Graham, J.W.2
  • 4
    • 21844483562 scopus 로고
    • Missing data: A conceptual review for applied psychologists
    • Roth PL. Missing data: a conceptual review for applied psychologists. Pers Psychol. 1994;47:537-560.
    • (1994) Pers Psychol , vol.47 , pp. 537-560
    • Roth, P.L.1
  • 6
    • 0035748545 scopus 로고    scopus 로고
    • New approaches to missing data in psychological research: Introduction to the special section
    • West SG. New approaches to missing data in psychological research: introduction to the special section. Psychol Methods. 2001;6:315-316.
    • (2001) Psychol Methods , vol.6 , pp. 315-316
    • West, S.G.1
  • 9
    • 68449096135 scopus 로고    scopus 로고
    • Attrition in randomized controlled trials for pediatric chronic conditions
    • Karlson CW, Rapoff MA. Attrition in randomized controlled trials for pediatric chronic conditions. J Pediatr Psychol. 2009;34:782-793.
    • (2009) J Pediatr Psychol , vol.34 , pp. 782-793
    • Karlson, C.W.1    Rapoff, M.A.2
  • 10
    • 33645723230 scopus 로고    scopus 로고
    • Working with missing values
    • Acock AC. Working with missing values. J Marriage Fam. 2005; 67:1012-1028.
    • (2005) J Marriage Fam , vol.67 , pp. 1012-1028
    • Acock, A.C.1
  • 12
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin DB. Inference and missing data. Biometrika. 1976;63: 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 13
    • 84925790204 scopus 로고    scopus 로고
    • Statistical analysis with incomplete data: A developmental perspective
    • Little TD, Bovaird JA, Card NA, eds. New Jersey: Lawrence Erlbaum Associates
    • Hofer SM, Hoffman L. Statistical analysis with incomplete data: a developmental perspective. In: Little TD, Bovaird JA, Card NA, eds. Modeling Contextual Effects in Longitudinal Studies. New Jersey: Lawrence Erlbaum Associates; 2007:13-33.
    • (2007) Modeling Contextual Effects in Longitudinal Studies , pp. 13-33
    • Hofer, S.M.1    Hoffman, L.2
  • 14
    • 0345475379 scopus 로고    scopus 로고
    • Missing data techniques for structural equation modeling
    • Allison PD. Missing data techniques for structural equation modeling. J Abnorm Psychol. 2003;112:545-557.
    • (2003) J Abnorm Psychol , vol.112 , pp. 545-557
    • Allison, P.D.1
  • 15
    • 12744272198 scopus 로고    scopus 로고
    • Missing data in educational research: A review of reporting practices and suggestions for improvement
    • Peugh JL, Enders CG. Missing data in educational research: a review of reporting practices and suggestions for improvement. Rev Educ Res. 2004;74:525-556.
    • (2004) Rev Educ Res , vol.74 , pp. 525-556
    • Peugh, J.L.1    Enders, C.G.2
  • 16
    • 5644261480 scopus 로고    scopus 로고
    • Managing missing data: Multiple imputation can improve data quality
    • Vriens M, Melton E. Managing missing data: multiple imputation can improve data quality. Marketing Research Fall. 2002:12-17.
    • (2002) Marketing Research Fall , pp. 12-17
    • Vriens, M.1    Melton, E.2
  • 18
    • 0000885702 scopus 로고    scopus 로고
    • The relative performance of full information maximum likelihood estimation for missing data in structural equation models
    • Enders CK, Bandalos DL. The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Struct Equ Modeling. 2001;8:430-457.
    • (2001) Struct Equ Modeling , vol.8 , pp. 430-457
    • Enders, C.K.1    Bandalos, D.L.2
  • 21
    • 0002543932 scopus 로고    scopus 로고
    • A primer on maximum likelihood algorithms available for use with missing data
    • Enders CK. A primer on maximum likelihood algorithms available for use with missing data. Struct Equ Modeling. 2001; 8:128-141.
    • (2001) Struct Equ Modeling , vol.8 , pp. 128-141
    • Enders, C.K.1
  • 23
    • 0035755636 scopus 로고    scopus 로고
    • A comparison of inclusive and restrictive strategies in modern missing data procedures
    • Collins LM, Schafer JL, Kam CM. A comparison of inclusive and restrictive strategies in modern missing data procedures. Psychol Methods. 2001;6:330-351.
    • (2001) Psychol Methods , vol.6 , pp. 330-351
    • Collins, L.M.1    Schafer, J.L.2    Kam, C.M.3
  • 25
    • 0032219074 scopus 로고    scopus 로고
    • Multiple imputation for multivariate missing-data problems: A data analyst's perspective
    • Schafer JL, Olsen MK. Multiple imputation for multivariate missing-data problems: a data analyst's perspective. Multivariate Behav Res. 1998;33:545-571.
    • (1998) Multivariate Behav Res , vol.33 , pp. 545-571
    • Schafer, J.L.1    Olsen, M.K.2
  • 26
    • 34548451124 scopus 로고    scopus 로고
    • How many imputations are really needed? Some practical clarifications of multiple imputation theory
    • Graham JW, Olchowski AE, Gilreath TD. How many imputations are really needed? Some practical clarifications of multiple imputation theory. Prev Sci. 2007;8:206-213.
    • (2007) Prev Sci , vol.8 , pp. 206-213
    • Graham, J.W.1    Olchowski, A.E.2    Gilreath, T.D.3
  • 27
    • 27944503369 scopus 로고    scopus 로고
    • Methods for addressing missing data in psychiatric and developmental research
    • Croy CD, Novins DK. Methods for addressing missing data in psychiatric and developmental research. J Am Acad Child Adolesc Psychiatry. 2005;44:1230-1240.
    • (2005) J Am Acad Child Adolesc Psychiatry , vol.44 , pp. 1230-1240
    • Croy, C.D.1    Novins, D.K.2
  • 28
    • 3042534442 scopus 로고    scopus 로고
    • A review of methods for missing data
    • Pigott TD. A review of methods for missing data. Ed Res Eval. 2001;7:353-383.
    • (2001) Ed Res Eval , vol.7 , pp. 353-383
    • Pigott, T.D.1
  • 29
    • 33846806001 scopus 로고    scopus 로고
    • Missing data: Prevalence and reporting practices
    • Bodner TE. Missing data: prevalence and reporting practices. Psychol Rep. 2006;99:675-680.
    • (2006) Psychol Rep , vol.99 , pp. 675-680
    • Bodner, T.E.1
  • 30
    • 25144472336 scopus 로고    scopus 로고
    • Are missing outcome data adequately handled? A review of published randomized controlled trials in major medical journals
    • Wood AM, White IR, Thompson SG. Are missing outcome data adequately handled? A review of published randomized controlled trials in major medical journals. Clin Trials. 2004;1: 368-376.
    • (2004) Clin Trials , vol.1 , pp. 368-376
    • Wood, A.M.1    White, I.R.2    Thompson, S.G.3
  • 31
    • 68249114452 scopus 로고    scopus 로고
    • Multiple imputation for missing data in epidemiological and clinical research: Potential and pitfalls
    • Sterne JA, White IR, Carlin JB, et al. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009;338:2393-2397.
    • (2009) BMJ , vol.338 , pp. 2393-2397
    • Sterne, J.A.1    White, I.R.2    Carlin, J.B.3
  • 33
    • 49649086770 scopus 로고    scopus 로고
    • Peer rejection and physical health problems in early adolescence
    • Brendgen M, Vitaro F. Peer rejection and physical health problems in early adolescence. J Dev Behav Pediatr. 2008;29: 183-190.
    • (2008) J Dev Behav Pediatr , vol.29 , pp. 183-190
    • Brendgen, M.1    Vitaro, F.2
  • 34
    • 1842548441 scopus 로고    scopus 로고
    • Finding a solution for missing data
    • Azar B. Finding a solution for missing data. Monitor Psychol. 2002;33:70.
    • (2002) Monitor Psychol , vol.33 , pp. 70
    • Azar, B.1
  • 35
    • 0001653457 scopus 로고    scopus 로고
    • Task force on statistical inference. Statistical methods in psychology journals: Guidelines and explanations
    • Wilkinson L, Task Force on Statistical Inference. Statistical methods in psychology journals: guidelines and explanations. Am Psychol. 1999;54:594-604.
    • (1999) Am Psychol , vol.54 , pp. 594-604
    • Wilkinson, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.