causalinference

因果推理&AB实验相关论文小书库

Fast and customizable framework for automatic and quick Causal Inference in Python

A framework for generating complex and realistic datasets for use in evaluating causal inference methods.

Shiny app illustrating the movie star example based on S. Cunningham "Causal Inference: The Mixtape" (Section 3.1.6)

Understanding Propensity Score Matching

Repositório para os códigos e apresentações do Workshop de Análise de séries temporais por um critério de Causalidade

Tool based on Matheus Facure Alves Causal Inference for the brave and true handbook. (https://matheusfacure.github.io/python-causality-handbook/13-Difference-in-Differences.html)

STATA / PYTHON software for partially pooling weights in SC models with multiple outcomes

Synthetic causal training data generator for LLM fine-tuning. 16 industry domains, 200+ mechanisms, ~100K samples in 10 seconds. Pure Python.

Rによる経済予測シミュレーション