Michael Sachs's repositories
causaloptim
An Interface to Specify Causal Graphs and Compute Balke Bounds
doubly-robust-glm
Reproducibility materials for an upcoming paper
rpackage-workshop
Materials for workshop on R package development
twomediatorbounds
Reproducibility materials for the paper "Sharp nonparametric bounds for decomposition effects with two mediators"
adventofcode
Advent of code solutions
applied-causal-inference
Some notes and presentations about causal inference
dpsurrogate
Methods and Simulation Studies for Nonparametric Hierarchical Bayesian Analysis of Surrogate Endpoints
drsurv
Doubly Robust Estimation for Right-Censored Survival Data
eurocim24program
Responsive program
lesson-example
Example lesson using The Carpentries lesson template.
liger
Reproducibility materials for "Cross Direct Effects in Settings with Two Mediators"
maskbounds
Details of calculations for "On the use of nonparametric bounds for causal effects in null randomized trials"
mcmisc2
Miscellaneous
ordinal-bounds
Causal bounds on the probability of benefit and related measures with ordinal outcomes.
pseudoloss
Utilities for machine learning with pseudo observations for censored event history data
r-programming
Programming and Statistical Modeling in R: A 4-day course at University of Copenhagen
sachsmc.github.io
My homepage
stdReg2
Regression Standardization for Causal Inference
surv-theory-course
Theory of survival analysis using counting processes
testassay
Assay validation in a hypothesis testing framework
xactonomial
Exact Inference for Real-Valued Functionals of k-Sample Multinomial Parameters