yongfuyu Goto Github PK

abm-in-r

An introductio to Agent-Based Modelling in R

adjustment-energy-intake

adjutant

Runs a pubmed query, returns results and allows user to explore high-level structure of returned documents

appendix-seq-comp-risk

capita-hierarchical

Re-analysis of CAPITA trial using hierarchical Bayesian model

causalgraphs_latex

Drawing graphical models for causal inference using LaTeX

clinicianinitiateddelivery

Code and examples for the method used in Health Outcomes Associated with Clinician-Initiated Delivery for Hypertensive Disorders at 34-38 Weeks’ Gestation

combinedmultinomial

R implementation of the mixed model in overdispersed compositional data

confoundr_sas

SAS macros to implement Diangostic for confounding time-varying and other joint exposures

covid-19-sas

Collaboration space for SAS and others to understand, model, and mitigate COVID-19 through analytics

cysticfibrosisjm

Joint modelling of lung function and mortality in cystic fibrosis patients

ep860_spring2020

Course materials for Ep860 guest lecture on target trials & the g-formula

evalue

fair-regression

Code and simulated data for the paper “Fair Regression for Health Care Spending”

frailtymcsim

generalizability_g_form_ipw

Code to replicate simulation from Epidemiology paper comparing g-formula and IPW estimators for generalizability

gmethods_intro

groupmediationtesting

hetmor

Effect modification and collapsibility when estimating the effectiveness of public health interventions: A Monte Carlo Simulation

intro_bayesian_causal

Repository for Introduction to Bayesian Estimation of Causal Effects

ipw-g-comp-sim

Code for a project comparing the performance of inverse probability weighting and g-computation in both time-fixed and time-varying data

latentfunctionalapproach

lreccompare

Comparison of Double Robust Methods with Positivity Violations (R-package)

mediation_common_binary

Code for "Mediation analysis for common binary outcomes"

mediational-e-values

Computing code for "Mediational E-values: Approximate Sensitivity Analysis for Unmeasured Mediator-Outcome Confounding"

mediationcc

Likelihood Approach for Mediation Analysis in Case-Control Studies

mediationmr

mediationmr-1

Analysis code for applied UK Biobank analyses in Mendelian randomisation for mediation analysis and example code for MR and mediation analyses

medshift

:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions

meta_analysis_books

R code for meta-analysis books