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2021_presentations

abms-for-causal-inference

Code for: Murray EJ, Robins JM, George R. Seage III, Freedberg KA, Hernan MA. A Comparison of Agent-Based Models and the Parametric G-Formula for Causal Inference. American Journal of Epidemiology. 2017;186(2):131-42.

adaptive_n-of-1_trials_design

Bayesian adaptive N-of-1 trials for estimating population and individual treatment effects

adoptr

Adaptive optimal two-stage designs for clinical trials made easy.

adriand_shiny

Shiny apps for teaching and learning statistics

advanced-shiny

🤹 Shiny tips & tricks for improving your apps and solving common problems

aplusb

A + B Design Investigator for phase I dose-escalation studies

astatur

R package to accompany "Applied Statistics using R"

baskettrials

Design, Monitoring and Analysis of Bayesian Basket Discovery Trials

bayesian-bandit-adaptive-n-of-1

bayesianpickwinner

Generate statistical plan for Bayesian pick-the-winner design in a randomized phase II clinical trial

bayesianpredictivefutility

bdp2

Bayesian adaptive designs for phase II trials with binary endpoint.

biostata.github.com

btb-resources

Bayesian Thinking in Biostatistics datasets and code

buttonsindatatable

Code for the tutorial on adding actionnable button in datatable in Shiny

causal-inference-class

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causal_inference_r_workshop

Causal Inference in R Workshop

causalgraphs

R code for causal graph animations

causallab

A student activity for introductory statistics courses using causal inference methods.

causeandcorrelation

a series of R programs to accompany the book Cause and correlation in biology

cibookex-r

Causal Inference: What If. R and Stata code for Exercises

cohortplat

Simulation of Cohort Platform Trials for Combination Treatments

conditional-power-and-friends

confoundr_sas

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

covidrt

Code answers, references for a real-time covid 19 dashboard tutorial series in R

cppz

Conditional Power and Promising Zone

crashcoursecausalinference

Introduction to Causal Inference in Epidemilogy a Crash Course in Spanish

crassphage_project

Source code for the crAssphage project