Does the Missing Data Imputation Method Affect the Composition and Performance of Prognostic Models?
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[1] Pierre Côté,et al. Methods to Account for Attrition in Longitudinal Data: Do They Work? A Simulation Study , 2005, European Journal of Epidemiology.
[2] D G Altman,et al. Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines , 2004, British Journal of Cancer.
[3] D. Novins,et al. Sequences of substance use among American Indian adolescents. , 2001, Journal of the American Academy of Child and Adolescent Psychiatry.
[4] H. Boshuizen,et al. Multiple imputation of missing blood pressure covariates in survival analysis. , 1999, Statistics in medicine.
[5] T. Stijnen,et al. Review: a gentle introduction to imputation of missing values. , 2006, Journal of clinical epidemiology.
[6] J. Bartlett,et al. Tamoxifen resistance in early breast cancer: statistical modelling of tissue markers to improve risk prediction , 2010, British Journal of Cancer.
[7] C. Pipper,et al. [''R"--project for statistical computing]. , 2008, Ugeskrift for laeger.
[8] Mark Woodward,et al. Imputations of missing values in practice: results from imputations of serum cholesterol in 28 cohort studies. , 2004, American journal of epidemiology.
[9] D. Novins,et al. Methods for addressing missing data in psychiatric and developmental research. , 2005, Journal of the American Academy of Child and Adolescent Psychiatry.
[10] L. Ried,et al. Missing data on the Center for Epidemiologic Studies Depression Scale: a comparison of 4 imputation techniques. , 2007, Research in social & administrative pharmacy : RSAP.
[11] Allan Donner,et al. The Relative Effectiveness of Procedures Commonly Used in Multiple Regression Analysis for Dealing with Missing Values , 1982 .
[12] D G Altman,et al. Modeling the effects of continuous risk factors. , 2000, Journal of clinical epidemiology.
[13] D. Rubin. Multiple imputation for nonresponse in surveys , 1989 .
[14] N. Shokrpour,et al. Cancer Occurrence in Fars Province, Southern Iran , 2008 .
[15] A Rogier T Donders,et al. Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: a clinical example. , 2006, Journal of clinical epidemiology.
[16] M. Baneshi,et al. Multiple Imputation in Survival Models: Applied on Breast Cancer Data , 2011, Iranian Red Crescent medical journal.
[17] David E. Booth,et al. Analysis of Incomplete Multivariate Data , 2000, Technometrics.
[18] S M Kneipp,et al. Handling Missing Data in Nursing Research With Multiple Imputation , 2001, Nursing research.
[19] P. Royston,et al. Patrick Royston model with a binary outcome A comparison of imputation techniques for handling missing predictor values in a risk , 2007 .
[20] F. Mokarian,et al. Epidemiology and trend of cancer in Isfahan 2005-2010 , 2011, Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences.
[21] Hude Quan,et al. Bmc Medical Research Methodology Open Access Dealing with Missing Data in a Multi-question Depression Scale: a Comparison of Imputation Methods , 2022 .
[22] Carol M Musil,et al. A Comparison of Imputation Techniques for Handling Missing Data , 2002, Western journal of nursing research.
[23] M. Baneshi,et al. Dichotomisation of Continuous Data: Review of Methods, Advantages, and Disadvantages , 2011 .