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Jonathan Bartlett's Projects

ancovarct icon ancovarct

R simulation code for 'Robustness of ANCOVA in randomized trials with unequal randomization'

augcca icon augcca

Augmented complete case estimation with missing covariates

bayesmiss icon bayesmiss

R package for performing Bayesian analysis with missing covariate values

bootimputepaper icon bootimputepaper

Simulation code for the paper 'Bootstrap Inference for Multiple Imputation under Uncongeniality and Misspecification'

covadjmarginalmean icon covadjmarginalmean

Simulation code for paper 'Covariate adjustment and estimation of mean response in randomised trials'

dejavu icon dejavu

Methods for multiple imputation and analysis of recurrent events missing data

mice icon mice

Multivariate Imputation by Chained Equations

mlmi icon mlmi

Maximum likelihood multiple imputation

mlmipaper icon mlmipaper

R programs accompanying "Maximum likelihood multiple imputation: Faster imputations and consistent standard errors without posterior draws"

pvw icon pvw

Predictive value weighting in Stata

seamos icon seamos

Standardised Effects Adjusted for Multiple Overlapping Subgroups (SEAMOS)

simstudiesr icon simstudiesr

An introductory tutorial on performing simulation studies using R

smcfcs icon smcfcs

R package implementing Substantive Model Compatible Fully Conditional Specification Multiple Imputation

stata-smcfcs icon stata-smcfcs

Stata package implementing substantive model compatible fully conditional specification multiple imputation

statarealcomimpute icon statarealcomimpute

Stata programs for exporting data to Realcom Impute and importing imputed datasets from Realcom Impute

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