Recovery of information from multiple imputation: a simulation study

por Lee, Katherine J, Carlin, John B
Publicado 2012

Diagnosing problems with imputation models using the Kolmogorov-Smirnov test: a simulation study

por Nguyen, Cattram D, Carlin, John B, Lee, Katherine J
Publicado 2013

Model checking in multiple imputation: an overview and case study

por Nguyen, Cattram D., Carlin, John B., Lee, Katherine J.
Publicado 2017

Practical strategies for handling breakdown of multiple imputation procedures

por Nguyen, Cattram D., Carlin, John B., Lee, Katherine J.
Publicado 2021

Bayesian data analysis

por Gelman, Andrew, Carlin, John B, Stern, Hal S, Rubin, Donald B
Publicado 2004

Trends and determinants of excess winter mortality in New Zealand: 1980 to 2000

por Davie, Gabrielle S, Baker, Michael G, Hales, Simon, Carlin, John B
Publicado 2007

Comparison of methods for imputing limited-range variables: a simulation study

por Rodwell, Laura, Lee, Katherine J, Romaniuk, Helena, Carlin, John B
Publicado 2014

Evaluation of approaches for multiple imputation of three-level data

por Wijesuriya, Rushani, Moreno-Betancur, Margarita, Carlin, John B., Lee, Katherine J.
Publicado 2020

Assumptions and analysis planning in studies with missing data in multiple variables: moving beyond the MCAR/MAR/MNAR classification

por Lee, Katherine J, Carlin, John B, Simpson, Julie A, Moreno-Betancur, Margarita
Publicado 2023

A comparison of multiple imputation methods for missing data in longitudinal studies

por Huque, Md Hamidul, Carlin, John B., Simpson, Julie A., Lee, Katherine J.
Publicado 2018

A review of the reporting and handling of missing data in cohort studies with repeated assessment of exposure measures

por Karahalios, Amalia, Baglietto, Laura, Carlin, John B, English, Dallas R, Simpson, Julie A
Publicado 2012

Mediation effects that emulate a target randomised trial: Simulation-based evaluation of ill-defined interventions on multiple mediators

por Moreno-Betancur, Margarita, Moran, Paul, Becker, Denise, Patton, George C, Carlin, John B
Publicado 2021

Evaluation of multiple imputation approaches for handling missing covariate information in a case-cohort study with a binary outcome

por Middleton, Melissa, Nguyen, Cattram, Moreno-Betancur, Margarita, Carlin, John B., Lee, Katherine J.
Publicado 2022

Evaluating the performance of Bayesian and restricted maximum likelihood estimation for stepped wedge cluster randomized trials with a small number of clusters

por Grantham, Kelsey L., Kasza, Jessica, Heritier, Stephane, Carlin, John B., Forbes, Andrew B.
Publicado 2022

Should multiple imputation be stratified by exposure group when estimating causal effects via outcome regression in observational studies?

por Zhang, Jiaxin, Dashti, S Ghazaleh, Carlin, John B., Lee, Katherine J., Moreno-Betancur, Margarita
Publicado 2023

Evaluation of approaches for accommodating interactions and non‐linear terms in multiple imputation of incomplete three‐level data

por Wijesuriya, Rushani, Moreno‐Betancur, Margarita, Carlin, John B., De Silva, Anurika P., Lee, Katherine J.
Publicado 2021

Evaluation of a weighting approach for performing sensitivity analysis after multiple imputation

por Hayati Rezvan, Panteha, White, Ian R., Lee, Katherine J., Carlin, John B., Simpson, Julie A.
Publicado 2015

Bayesian data analysis

por Gelman, Andrew, Carlin, John B, Stern, Hal Steven, Dunson, David B, Vehtari, Aki, Rubin, Donald B
Publicado 2014

The impact of missing data on analyses of a time-dependent exposure in a longitudinal cohort: a simulation study

por Karahalios, Amalia, Baglietto, Laura, Lee, Katherine J, English, Dallas R, Carlin, John B, Simpson, Julie A
Publicado 2013

Evaluation of a decision aid for prenatal testing of fetal abnormalities: a cluster randomised trial [ISRCTN22532458]

por Nagle, Cate, Lewis, Sharon, Meiser, Bettina, Metcalfe, Sylvia, Carlin, John B, Bell, Robin, Gunn, Jane, Halliday, Jane
Publicado 2006