Combining fractional polynomial model building with multiple imputation

Comparison of imputation variance estimators

(2016) RA Hughes et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Tuning multiple imputation by predictive mean matching and local residual draws

(2014) Tim P Morris et al.   BMC Medical Research Methodology

Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model

(2014) Jonathan W Bartlett et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

On the stationary distribution of iterative imputations

(2013) J. Liu et al.   BIOMETRIKA

Mapping the EQ-5D index by UPDRS and PDQ-8 in patients with Parkinson’s disease

(2013) Judith Dams et al.   Health and Quality of Life Outcomes

Multiple imputation for an incomplete covariate that is a ratio

(2013) Tim P. Morris et al.   STATISTICS IN MEDICINE

Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods

(2012) Shaun R Seaman et al.   BMC Medical Research Methodology

Comparison between splines and fractional polynomials for multivariable model building with continuous covariates: a simulation study with continuous response

(2012) Harald Binder et al.   STATISTICS IN MEDICINE

Low haemoglobin predicts early mortality among adults starting antiretroviral therapy in an HIV care programme in South Africa: a cohort study

(2010) Elizabeth C Russell et al.   BMC PUBLIC HEALTH

A Review of Hot Deck Imputation for Survey Non-response

(2010) Rebecca R. Andridge et al.   INTERNATIONAL STATISTICAL REVIEW

Multiple imputation using chained equations: Issues and guidance for practice

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

Development and validation of a prediction model with missing predictor data: a practical approach

(2009) Yvonne Vergouwe et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

How should variable selection be performed with multiply imputed data?

(2008) Angela M. Wood et al.   STATISTICS IN MEDICINE