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Volumn 8, Issue 1, 1999, Pages 37-50

Maximum likelihood analysis of generalized linear models with missing covariates

Author keywords

[No Author keywords available]

Indexed keywords

CLINICAL RESEARCH; COVARIANCE; DATA ANALYSIS; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; MAXIMUM LIKELIHOOD METHOD; MEDICAL RESEARCH; METHODOLOGY; REVIEW; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 0032937149     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1191/096228099673120862     Document Type: Review
Times cited : (87)

References (41)
  • 2
    • 0001720173 scopus 로고    scopus 로고
    • Indicator and stratification methods for missing explanatory variables in multiple linear regression
    • Jones MP. Indicator and stratification methods for missing explanatory variables in multiple linear regression. Journal of the American Statistical Association 1996; 91: 222-30.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 222-230
    • Jones, M.P.1
  • 4
    • 0000704344 scopus 로고
    • Maximum likelihood estimation with mixed continuous and categorical data with missing values
    • Little RJA, Schluchter MD Maximum likelihood estimation with mixed continuous and categorical data with missing values. Biometrika 1985; 72: 497-512.
    • (1985) Biometrika , vol.72 , pp. 497-512
    • Little, R.J.A.1    Schluchter, M.D.2
  • 9
    • 0041512865 scopus 로고
    • Binomial variance component models with a non-parametric assumption concerning random effects
    • Avebury: Aldershot
    • Wood A, Hinde J. Binomial variance component models with a non-parametric assumption concerning random effects. In: Longitudinal data analysis: Surrey conference on sociological theory and method, Vol 4. Avebury: Aldershot, 1987: 110-28.
    • (1987) Longitudinal Data Analysis: Surrey Conference on Sociological Theory and Method , vol.4 , pp. 110-128
    • Wood, A.1    Hinde, J.2
  • 10
    • 0001044972 scopus 로고
    • Finding the observed information matrix when using the EM algorithm
    • Louis TA. Finding the observed information matrix when using the EM algorithm. Journal of the Royal Statistical Society, Series B 1982; 44: 226-33.
    • (1982) Journal of the Royal Statistical Society, Series B , vol.44 , pp. 226-233
    • Louis, T.A.1
  • 12
    • 0001654512 scopus 로고
    • Covariance analysis of censored survival data using log-linear analysis techniques
    • Laird NM, Olivier D. Covariance analysis of censored survival data using log-linear analysis techniques. Journal of the American Statistical Association 1981; 76: 231-40.
    • (1981) Journal of the American Statistical Association , vol.76 , pp. 231-240
    • Laird, N.M.1    Olivier, D.2
  • 13
    • 0030323076 scopus 로고    scopus 로고
    • Using the EM-algorithm for survival data with incomplete categorical covariates
    • Lipsitz SR, Ibrahim JG. Using the EM-algorithm for survival data with incomplete categorical covariates. Lifetime Data Analysis 1996; 2: 5-14.
    • (1996) Lifetime Data Analysis , vol.2 , pp. 5-14
    • Lipsitz, S.R.1    Ibrahim, J.G.2
  • 14
    • 0031708309 scopus 로고    scopus 로고
    • Estimating equations with incomplete categorical co-variates in the Cox model
    • Lipsitz SR, Ibrahim JG. Estimating equations with incomplete categorical co-variates in the Cox model. Biometrics 1998; 54: 1002-13.
    • (1998) Biometrics , vol.54 , pp. 1002-1013
    • Lipsitz, S.R.1    Ibrahim, J.G.2
  • 15
    • 0030825053 scopus 로고    scopus 로고
    • Factors associated with mental health, general health and school-based service use for psychopathology
    • Zahner GEP, Daskalakis C. Factors associated with mental health, general health and school-based service use for psychopathology. American Journal of Public Health 1997; 87: 1440-48.
    • (1997) American Journal of Public Health , vol.87 , pp. 1440-1448
    • Zahner, G.E.P.1    Daskalakis, C.2
  • 19
    • 0027315214 scopus 로고
    • Predicting substance use in early adolescence based on parent and teacher assessments of childhood psychiatric disorder: Results from the Ontario child health study follow-up
    • Boyle MH, Offord DR, Racine YA, Fleming JE, Szatmari P, Links PS. Predicting substance use in early adolescence based on parent and teacher assessments of childhood psychiatric disorder: results from the Ontario child health study follow-up. Journal of Child Psychology and Psychiatry 1993; 34: 535-44.
    • (1993) Journal of Child Psychology and Psychiatry , vol.34 , pp. 535-544
    • Boyle, M.H.1    Offord, D.R.2    Racine, Y.A.3    Fleming, J.E.4    Szatmari, P.5    Links, P.S.6
  • 20
    • 0000337478 scopus 로고    scopus 로고
    • A conditional model for incomplete covariates in parametric regression models
    • Lipsitz SR, Ibrahim JG. A conditional model for incomplete covariates in parametric regression models. Biometrika 1996; 83: 916-22.
    • (1996) Biometrika , vol.83 , pp. 916-922
    • Lipsitz, S.R.1    Ibrahim, J.G.2
  • 21
    • 84985633563 scopus 로고
    • Incomplete data in generalized linear models with continuous covariates
    • Ibrahim JG, Weisberg S. Incomplete data in generalized linear models with continuous covariates. The Australian Journal of Statistics 1992; 34: 461-70.
    • (1992) The Australian Journal of Statistics , vol.34 , pp. 461-470
    • Ibrahim, J.G.1    Weisberg, S.2
  • 22
    • 0032969451 scopus 로고    scopus 로고
    • Monte Carlo EM for missing covariates in parametric regression models
    • in press
    • Ibrahim JG, Chen M-H, Lipsitz SR. Monte Carlo EM for missing covariates in parametric regression models. Biometrics, 1999, in press.
    • (1999) Biometrics
    • Ibrahim, J.G.1    Chen, M.-H.2    Lipsitz, S.R.3
  • 23
    • 0001414568 scopus 로고
    • Response models for mixed binary and quantitative variables
    • Cox DR, Wermuth N. Response models for mixed binary and quantitative variables. Biometrika 1992; 79: 441-61.
    • (1992) Biometrika , vol.79 , pp. 441-461
    • Cox, D.R.1    Wermuth, N.2
  • 26
    • 0033611758 scopus 로고    scopus 로고
    • Using missing data methods in genetic studies with missing mutation status
    • Leong T, Lipsitz SR, Ibrahim JG. Using missing data methods in genetic studies with missing mutation status. Statistics in Medicine 1999; 18: 473-85.
    • (1999) Statistics in Medicine , vol.18 , pp. 473-485
    • Leong, T.1    Lipsitz, S.R.2    Ibrahim, J.G.3
  • 27
    • 0031014468 scopus 로고    scopus 로고
    • Some issues in estimating the effect of prognostic factors from incomplete covariate data
    • Vach W. Some issues in estimating the effect of prognostic factors from incomplete covariate data. Statistics in Medicine 1997; 16: 57-72.
    • (1997) Statistics in Medicine , vol.16 , pp. 57-72
    • Vach, W.1
  • 28
    • 0029048659 scopus 로고
    • Logistic regression with incompletely observed categorical covariates - Investigating the sensitivity against violation of the missing at random assumption
    • Vach W, Blettner M.. Logistic regression with incompletely observed categorical covariates - investigating the sensitivity against violation of the missing at random assumption. Statistics in Medicine 1995; 14: 1315-29.
    • (1995) Statistics in Medicine , vol.14 , pp. 1315-1329
    • Vach, W.1    Blettner, M.2
  • 29
    • 0031490415 scopus 로고    scopus 로고
    • Biased estimation of adjusted odds ratios from incomplete covariate data due to violation of the missing at random assumption
    • Vach W, Illi S. Biased estimation of adjusted odds ratios from incomplete covariate data due to violation of the missing at random assumption. Biometrical Journal 1997; 39: 13-28.
    • (1997) Biometrical Journal , vol.39 , pp. 13-28
    • Vach, W.1    Illi, S.2
  • 32
    • 0001885521 scopus 로고
    • Regression analysis for categorical variables with outcome subject to nonignorable nonresponse
    • Baker SG, Laird NM. Regression analysis for categorical variables with outcome subject to nonignorable nonresponse. Journal of the American Statistical Association 1988; 83: 62-69.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 62-69
    • Baker, S.G.1    Laird, N.M.2
  • 33
    • 0030990398 scopus 로고    scopus 로고
    • The correction of risk estimates for measurement error
    • Bashir SA, Duffy SW. The correction of risk estimates for measurement error. Annals of Epidemiology 1997; 7: 154-64.
    • (1997) Annals of Epidemiology , vol.7 , pp. 154-164
    • Bashir, S.A.1    Duffy, S.W.2
  • 36
    • 0022254235 scopus 로고
    • Latent class analysis in chronic disease epidemiology
    • Kaldor J, Clayton D. Latent class analysis in chronic disease epidemiology. Statistics in Medicine 1985; 4: 327-35.
    • (1985) Statistics in Medicine , vol.4 , pp. 327-335
    • Kaldor, J.1    Clayton, D.2
  • 38
    • 0026533454 scopus 로고
    • Use and limitations of dual measurements in correcting for nondifferential exposure misclassification
    • Brenner H. Use and limitations of dual measurements in correcting for nondifferential exposure misclassification. Epidemiology 1992; 3: 216-22.
    • (1992) Epidemiology , vol.3 , pp. 216-222
    • Brenner, H.1
  • 40
    • 0002995710 scopus 로고
    • Statistical matching: Use of auxiliary information as an alternative to the conditional independence assumption
    • Singh AC, Mantel HJ, Kinack MD, Rowe G. Statistical matching: use of auxiliary information as an alternative to the conditional independence assumption. Survey Methodology 1993; 19: 59-79.
    • (1993) Survey Methodology , vol.19 , pp. 59-79
    • Singh, A.C.1    Mantel, H.J.2    Kinack, M.D.3    Rowe, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.