KernelCausalFunction

Code for

• "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves" (Biometrika2023)

• "Sequential kernel embedding for mediated and time-varying dose response curves" (To be appeared in Bernoulli)

How to run

1. install dependency

pip install -r requirements.txt

2. add folders

mkdir data
mkdir dumps
mkdir logs

3. run with configs and commands

python main.py configs/<config_name>.json <command_name>

4. The result will be found in the dumps folder.

Preprocessing JobCorp data in multi-stage treatment effect

Please refer to README under preprocess