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Volumn 58, Issue 2, 2004, Pages 160-164

Biases in SPSS 12.0 Missing Value Analysis

Author keywords

EM algorithm; Ignorable missingness; Imputation; Maximum likelihood; Missing at random; Missing data; Missing values; Multiple imputation; Nonignorable missingness

Indexed keywords


EID: 85015814688     PISSN: 00031305     EISSN: 15372731     Source Type: Journal    
DOI: 10.1198/0003130043204     Document Type: Article
Times cited : (75)

References (15)
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    • Multiple Imputation for Missing Data: A Cautionary Tale
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    • Allison, P.D.1
  • 2
  • 3
    • 0002914202 scopus 로고    scopus 로고
    • Full Information Estimation in the Presence of Incomplete Data
    • George A. Marcoulides and Randall E. Schumacker, Mahwah, NJ: Lawrence ErlbaumAssociates
    • Arbuckle, J. L. (1996), “Full Information Estimation in the Presence of Incomplete Data,” in Advanced Structural Equation Modeling: Issues and Techniques, eds. George A. Marcoulides and Randall E. Schumacker, Mahwah, NJ: Lawrence ErlbaumAssociates, pp. 243-277.
    • (1996) Advanced Structural Equation Modeling: Issues and Techniques , pp. 243-277
    • Arbuckle, J.L.1
  • 6
    • 84936853890 scopus 로고
    • A Test of Missing Completely at Random for Multivariate Data With Missing Values
    • Little, R. J.A. (1988),“ATest of Missing Completely at Random for Multivariate Data With Missing Values,” Journal of the American Statistical Association, 83,1198-1202.
    • (1988) Journal Of the American Statistical Association , vol.83 , pp. 1198-1202
    • Little, R.J.A.1
  • 10
    • 85023980958 scopus 로고    scopus 로고
    • E-mail message posted to the Structural Equation Modeling Discussion Network (SEMNET)
    • Nichols, D. (2000), E-mail message posted to the Structural Equation Modeling Discussion Network (SEMNET), accessed March 15,2004;available at http://bama.ua.edu/cgi-bin/wa?A2=ind0008&L=semnet&P=R5358&I=1.
    • (2000) Accessed March 15,2004;Available At
    • Nichols, D.1
  • 12
    • 0017133178 scopus 로고
    • Inference and Missing Data
    • Rubin, D. B. (1976), “Inference and Missing Data,” Biometrika, 63, 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 15
    • 85023990259 scopus 로고    scopus 로고
    • MVA [specificationof algorithms]
    • April 1,2004; available at
    • SPSS Inc. (2002),“MVA [specificationof algorithms],”Accessed April 1,2004; available at http://support.spss.com/tech/stat/Algorithms/12.0/mva.pdf.
    • (2002) Accessed


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.