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Matthew J. Smith's Projects

ci-rs icon ci-rs

Using information from the relative survival setting to estimate causal effects of an exposure on an outcome when the cause of death is unknown.

cvtmle icon cvtmle

Code to simulate the data generating mechanisms for CVTMLE paper.

eltmlesim icon eltmlesim

Code to simulate the data for the ELTMLE paper

imputing-interaction icon imputing-interaction

R code to compare multiple imputation approaches for a logistic regression model where the interaction includes a partially observed binary variable

proportion-mediated-nhl icon proportion-mediated-nhl

Stata code used for the Manuscript on "Mediating effects of diagnostic route on the comorbidity gap in survival of patients with Diffuse Large B-cell or Follicular lymphoma in England"

sim-tmle-tutorial icon sim-tmle-tutorial

Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017

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