TY - BOOK AU - Little, R. J. AU - Rubin, D. B. PY - 2002 DA - 2002// TI - Statistical analysis with missing data PB - Wiley CY - New York UR - https://doi.org/10.1002/9781119013563 DO - 10.1002/9781119013563 ID - Little2002 ER - TY - JOUR AU - Rubin, D. B. PY - 1996 DA - 1996// TI - Multiple imputations after 18 plus years JO - JASA VL - 91 UR - https://doi.org/10.1080/01621459.1996.10476908 DO - 10.1080/01621459.1996.10476908 ID - Rubin1996 ER - TY - JOUR AU - Mackinnon, A. PY - 2010 DA - 2010// TI - The use and reporting of multiple imputation in medical research - a review JO - J Intern Med VL - 268 UR - https://doi.org/10.1111/j.1365-2796.2010.02274.x DO - 10.1111/j.1365-2796.2010.02274.x ID - Mackinnon2010 ER - TY - JOUR AU - Karahalios, A. AU - Baglietto, L. AU - Carlin, J. B. AU - English, D. R. AU - Simpson, J. A. PY - 2012 DA - 2012// TI - A review of the reporting and handling of missing data in cohort studies with repeated assessment of exposure measures JO - BMC Med Res Methodol VL - 12 UR - https://doi.org/10.1186/1471-2288-12-96 DO - 10.1186/1471-2288-12-96 ID - Karahalios2012 ER - TY - BOOK AU - Rubin, D. B. PY - 1987 DA - 1987// TI - Multiple imputation for nonresponse in surveys PB - Sons CY - New York UR - https://doi.org/10.1002/9780470316696 DO - 10.1002/9780470316696 ID - Rubin1987 ER - TY - JOUR AU - Little, R. J. PY - 1992 DA - 1992// TI - Regression with missing X's: a review JO - J Am Stat Assoc VL - 87 ID - Little1992 ER - TY - JOUR AU - White, I. R. AU - Carlin, J. B. PY - 2010 DA - 2010// TI - Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values JO - Stat Med VL - 29 UR - https://doi.org/10.1002/sim.3944 DO - 10.1002/sim.3944 ID - White2010 ER - TY - JOUR AU - Ambler, G. AU - Omar, R. Z. AU - Royston, P. PY - 2007 DA - 2007// TI - A comparison of imputation techniques for handling missing predictor values in a risk model with a binary outcome JO - Stat Methods Med Res VL - 16 UR - https://doi.org/10.1177/0962280206074466 DO - 10.1177/0962280206074466 ID - Ambler2007 ER - TY - JOUR AU - Eisemann, N. AU - Waldmann, A. AU - Katalinic, A. PY - 2011 DA - 2011// TI - Imputation of missing values of tumour stage in population-based cancer registration JO - BMC Med Res Methodol VL - 11 UR - https://doi.org/10.1186/1471-2288-11-129 DO - 10.1186/1471-2288-11-129 ID - Eisemann2011 ER - TY - JOUR AU - Marti, H. AU - Carcaillon, L. AU - Chavance, M. PY - 2012 DA - 2012// TI - Multiple imputation for estimating hazard ratios and predictive abilities in case-cohort surveys JO - BMC Med Res Methodol VL - 12 UR - https://doi.org/10.1186/1471-2288-12-24 DO - 10.1186/1471-2288-12-24 ID - Marti2012 ER - TY - JOUR AU - Soullier, N. AU - de La Rochebrochard, E. AU - Bouyer, J. PY - 2010 DA - 2010// TI - Multiple imputation for estimation of an occurrence rate in cohorts with attrition and discrete follow-up time points: a simulation study JO - BMC Med Res Methodol VL - 10 UR - https://doi.org/10.1186/1471-2288-10-79 DO - 10.1186/1471-2288-10-79 ID - Soullier2010 ER - TY - JOUR AU - Schenker, N. AU - Borrud, L. G. AU - Burt, V. L. AU - Curtin, L. R. AU - Flegal, K. M. AU - Hughes, J. AU - Johnson, C. L. AU - Looker, A. C. AU - Mirel, L. PY - 2011 DA - 2011// TI - Multiple imputation of missing dual-energy X-ray absorptiometry data in the national health and nutrition examination survey JO - Stat Med VL - 30 UR - https://doi.org/10.1002/sim.4080 DO - 10.1002/sim.4080 ID - Schenker2011 ER - TY - JOUR AU - Collins, L. M. AU - Schafer, J. L. AU - Kam, C. -. M. PY - 2001 DA - 2001// TI - A comparison of inclusive and restrictive strategies in modern missing data procedures JO - Psychol Methods VL - 6 UR - https://doi.org/10.1037/1082-989X.6.4.330 DO - 10.1037/1082-989X.6.4.330 ID - Collins2001 ER - TY - JOUR AU - Schafer, J. L. AU - Graham, J. W. PY - 2002 DA - 2002// TI - Missing data: our view of the state of the art JO - Psychol Methods VL - 7 UR - https://doi.org/10.1037/1082-989X.7.2.147 DO - 10.1037/1082-989X.7.2.147 ID - Schafer2002 ER - TY - BOOK AU - Enders, C. E. PY - 2010 DA - 2010// TI - Applied missing data analysis PB - Guilford CY - New York ID - Enders2010 ER - TY - JOUR AU - Hoo, J. E. PY - 2009 DA - 2009// TI - The effect of auxiliary variables and multiple imputation on parameter estimation in confirmatory factor analysis JO - Educ Psychol Meas VL - 69 UR - https://doi.org/10.1177/0013164409332225 DO - 10.1177/0013164409332225 ID - Hoo2009 ER - TY - JOUR AU - White, I. R. AU - Royston, P. AU - Wood, A. M. PY - 2011 DA - 2011// TI - Multiple imputation using chained equations: Issues and guidance for practice JO - Stat Med VL - 30 UR - https://doi.org/10.1002/sim.4067 DO - 10.1002/sim.4067 ID - White2011 ER - TY - JOUR AU - Axen, I. AU - Bodin, L. AU - Kongsted, A. AU - Wedderkopp, N. AU - Jensen, I. AU - Bergstrom, G. PY - 2012 DA - 2012// TI - Analyzing repeated data collected by mobile phones and frequent text messages. An example of low back pain measured weekly for 18 weeks JO - BMC Med Res Methodol VL - 12 UR - https://doi.org/10.1186/1471-2288-12-105 DO - 10.1186/1471-2288-12-105 ID - Axen2012 ER - TY - BOOK AU - Cohen, J. PY - 1988 DA - 1988// TI - Statistical power analysis for behavioural sciences PB - Lawrence Erlbaum Associates CY - Hillsdale, NY ID - Cohen1988 ER - TY - JOUR AU - Allison, P. D. PY - 2000 DA - 2000// TI - Multiple imputation for missing data: a cautionary tale JO - Sociol Methods Res VL - 28 UR - https://doi.org/10.1177/0049124100028003003 DO - 10.1177/0049124100028003003 ID - Allison2000 ER - TY - JOUR AU - Horton, N. J. AU - Lipsitz, J. R. PY - 2001 DA - 2001// TI - Multiple imputation in practice: Comparison of software pachages for regression models with missing variables JO - Am Stat VL - 55 UR - https://doi.org/10.1198/000313001317098266 DO - 10.1198/000313001317098266 ID - Horton2001 ER - TY - JOUR AU - Graham, J. W. AU - Olchowski, A. E. AU - Gilreath, T. D. PY - 2007 DA - 2007// TI - How many imputations are really needed? Some practical clarifications of multiple imputation theory JO - Prev Sci VL - 8 UR - https://doi.org/10.1007/s11121-007-0070-9 DO - 10.1007/s11121-007-0070-9 ID - Graham2007 ER - TY - BOOK PY - 2011 DA - 2011// TI - Stata Statistical Software PB - StataCorp CY - Release 12. College Station, TX ID - ref23 ER - TY - JOUR AU - van Buuren, S. AU - Boshuizen, H. C. AU - Knook, D. L. PY - 1999 DA - 1999// TI - Multiple imputation of missing blood pressure covariates in survival analysis JO - Stat Med VL - 18 UR - https://doi.org/3.0.CO;2-R DO - 3.0.CO;2-R ID - van Buuren1999 ER - TY - CHAP AU - Groothuis-Oudshoorn, K. AU - van Buuren, S. PY - 2011 DA - 2011// TI - Mice: multivariate imputation by chained equations in R BT - J Stat Software ID - Groothuis-Oudshoorn2011 ER - TY - JOUR AU - Marshall, A. AU - Altman, D. G. AU - Holder, R. L. PY - 2010 DA - 2010// TI - Comparison of imputation methods for handling missing covariate data when fitting a Cox proportional hazards model: a resampling study JO - BMC Med Res Methodol VL - 10 UR - https://doi.org/10.1186/1471-2288-10-112 DO - 10.1186/1471-2288-10-112 ID - Marshall2010 ER - TY - JOUR AU - Marshall, A. AU - Altman, D. G. AU - Royston, P. AU - Holder, R. L. PY - 2010 DA - 2010// TI - Comparison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study JO - BMC Med Res Methodol VL - 10 UR - https://doi.org/10.1186/1471-2288-10-7 DO - 10.1186/1471-2288-10-7 ID - Marshall2010 ER - TY - JOUR AU - Lee, K. J. D. AU - Carlin, J. B. P. PY - 2012 DA - 2012// TI - Recovery of information from multiple imputation: a simulation study JO - Emerg Themes Epidemiol VL - 9 UR - https://doi.org/10.1186/1742-7622-9-3 DO - 10.1186/1742-7622-9-3 ID - Lee2012 ER - TY - CHAP PY - 2011 DA - 2011// TI - R: a language and environment for statistical computing BT - Book R: a language and environment for statistical computing PB - R Foundation for Statistical Computing CY - City ID - ref29 ER - TY - BOOK AU - Becker, R. A. PY - 1988 DA - 1988// TI - The new S language PB - Brooks CY - Cole ID - Becker1988 ER - TY - BOOK AU - Eddelbuettel, D. PY - 2006 DA - 2006// TI - Random: an R package for true random numbers ID - Eddelbuettel2006 ER - TY - BOOK AU - Schafer, J. L. PY - 1997 DA - 1997// TI - Analysis of incomplete multivariate data PB - CRC Press CY - New York UR - https://doi.org/10.1201/9781439821862 DO - 10.1201/9781439821862 ID - Schafer1997 ER - TY - JOUR AU - Honaker, J. AU - King, G. PY - 2010 DA - 2010// TI - What to do about missing values in time serious cross section data JO - American Journal of Political Science VL - 2 UR - https://doi.org/10.1111/j.1540-5907.2010.00447.x DO - 10.1111/j.1540-5907.2010.00447.x ID - Honaker2010 ER - TY - JOUR AU - Taylor, L. M. AU - Zhou, X. H. PY - 2009 DA - 2009// TI - Multiple imputation methods for treatment noncompliance and nonresponse in randomized clinical trials JO - Biometrics VL - 65 UR - https://doi.org/10.1111/j.1541-0420.2008.01023.x DO - 10.1111/j.1541-0420.2008.01023.x ID - Taylor2009 ER - TY - STD TI - ice: a program for multiple imputation: http://www.ats.ucla.edu/stat/stata/library/ice.html, UR - http://www.ats.ucla.edu/stat/stata/library/ice.html ID - ref35 ER - TY - BOOK PY - 2012 DA - 2012// TI - SPSS V20 PB - Chicago CY - IL ID - ref36 ER - TY - CHAP AU - Hardt, J. PY - 2008 DA - 2008// TI - The symptom-check-list-27-plus (SCL-27-plus): a modern conceptualization of a traditional screening instrument BT - German Medical Science - Psychosoc Med ID - Hardt2008 ER - TY - CHAP AU - Hardt, J. AU - Stark, H. PY - 2009 DA - 2009// TI - Der Stark QoL- ein etwas anderer Fragebogen zur Lebensqualität. Poster zur 60. Arbeitstagungstagung der DKPM und 17. Jahrestagung der DGPM, Mainz, 18.-21. März BT - Psychol Med ID - Hardt2009 ER - TY - JOUR AU - Hardt, J. AU - Dragan, M. AU - Kappis, B. PY - 2011 DA - 2011// TI - A short screening instrument for mental health problems: The Symptom Checklist-27 (SCL-27) in Poland and Germany JO - Int J Psychiatry Clin Pract VL - 15 UR - https://doi.org/10.3109/13651501.2010.523791 DO - 10.3109/13651501.2010.523791 ID - Hardt2011 ER - TY - JOUR AU - Enders, C. K. AU - Peugh, J. L. PY - 2004 DA - 2004// TI - Using an EM covariance matrix to estimate structural equation models with missing data: choosing an adjusted sample size to improve the accuracy of inferences JO - Structural Equation Modeling VL - 11 UR - https://doi.org/10.1207/S15328007SEM1101_1 DO - 10.1207/S15328007SEM1101_1 ID - Enders2004 ER - TY - JOUR AU - Ranstam, J. AU - Turkiewicz, A. AU - Boonen, S. AU - Van Meirhaeghe, J. AU - Bastian, L. AU - Wardlaw, D. PY - 2012 DA - 2012// TI - Alternative analyses for handling incomplete follow-up in the intention-to-treat analysis: the randomized controlled trial of balloon kyphoplasty versus non-surgical care for vertebral compression fracture (FREE) JO - BMC Med Res Methodol VL - 12 UR - https://doi.org/10.1186/1471-2288-12-35 DO - 10.1186/1471-2288-12-35 ID - Ranstam2012 ER - TY - BOOK AU - van Buuren, S. PY - 2012 DA - 2012// TI - Flexible imputation of missing data PB - Hall) CY - Boca Raton UR - https://doi.org/10.1201/b11826 DO - 10.1201/b11826 ID - van Buuren2012 ER - TY - JOUR AU - Peduzzi, P. AU - Concato, J. AU - Kemper, E. AU - Holford, T. R. AU - Feinstein, A. R. PY - 1996 DA - 1996// TI - A simulation study of the number of events per variable in logistic regression analsis JO - J Clin Epidemiol VL - 49 UR - https://doi.org/10.1016/S0895-4356(96)00236-3 DO - 10.1016/S0895-4356(96)00236-3 ID - Peduzzi1996 ER - TY - JOUR AU - Courvoisier, D. S. AU - Combescure, C. AU - Agoritsas, T. AU - Gayet-Ageron, A. AU - Perneger, T. V. PY - 2011 DA - 2011// TI - Performance of logistic regression modeling: beyond the number of events per variable, the role of data structure JO - J Clin Epidemiol VL - 64 UR - https://doi.org/10.1016/j.jclinepi.2010.11.012 DO - 10.1016/j.jclinepi.2010.11.012 ID - Courvoisier2011 ER - TY - JOUR AU - Yucel, R. M. AU - Demirtas, H. PY - 2010 DA - 2010// TI - Impact of non-normal random effects on inference by multiple imputation: a simulation assessment JO - Comput Stat Data An VL - 54 UR - https://doi.org/10.1016/j.csda.2009.01.016 DO - 10.1016/j.csda.2009.01.016 ID - Yucel2010 ER - TY - JOUR AU - Seaman, S. R. AU - Bartlett, J. W. AU - White, I. R. PY - 2012 DA - 2012// TI - Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods JO - BMC Med Res Methodol VL - 12 UR - https://doi.org/10.1186/1471-2288-12-46 DO - 10.1186/1471-2288-12-46 ID - Seaman2012 ER - TY - JOUR AU - Knol, M. J. AU - Janssen, K. J. AU - Donders, A. R. AU - Egberts, A. C. AU - Heerdink, E. R. AU - Grobbee, D. E. AU - Moons, K. G. AU - Geerlings, M. I. PY - 2010 DA - 2010// TI - Unpredictable bias when using the missing indicator method or complete case analysis for missing confounder values: an empirical example JO - J Clin Epidemiol VL - 63 UR - https://doi.org/10.1016/j.jclinepi.2009.08.028 DO - 10.1016/j.jclinepi.2009.08.028 ID - Knol2010 ER - TY - STD TI - The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2288/12/184/prepub UR - http://www.biomedcentral.com/1471-2288/12/184/prepub ID - ref48 ER -