bradleyfay / Causal-Inference-for-Data-ScientistsLinks
Notebooks of Python and R code which illustrates basic causal inference using simulated data
☆23Updated 6 years ago
Alternatives and similar repositories for Causal-Inference-for-Data-Scientists
Users that are interested in Causal-Inference-for-Data-Scientists are comparing it to the libraries listed below
Sorting:
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Updated 5 years ago
- spatial statistical/econometric modeling in pymc3 & stan☆26Updated 3 years ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 6 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- ☆16Updated 11 years ago
- ☆17Updated 2 years ago
- This repository includes all the data analyses I carry out for my general exams reading, Spring 2015☆64Updated 10 years ago
- ☆27Updated 6 years ago
- "Actionable Ethics for Data Scientists" Workshop Material @ ODSC☆10Updated last year
- A full example for causal inference on real-world retail data, for elasticity estimation☆50Updated 3 years ago
- DSCI 511: Programming for Data Science☆13Updated 3 years ago
- ☆97Updated 7 years ago
- Causai is a Python package for Causality in Machine Learning. We provide state-of-the-art causal algorithms and ML into decision-making s…☆13Updated 4 years ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆93Updated 9 months ago
- Educational resources☆104Updated 3 years ago
- Workshop materials for ODSC 2019 Interpretability Talk☆25Updated 5 years ago
- notebooks on methods for causal inference☆34Updated 10 months ago
- Jupyter Notebooks for https://datascience.quantecon.org☆44Updated 4 years ago
- Notes and code for "Modeling in the tidyverse" 90m workshop at ODSC East☆13Updated 6 years ago
- timeseries prediction using dynamic linear models and LSTM☆13Updated 7 years ago
- ☆22Updated 2 years ago
- Python code for Computer Age Statistical Inference☆52Updated 6 years ago
- Repository of projects focusing on discussion about experimental design and causal inference between variables using techniques like matc…☆16Updated 6 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 2 weeks ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- Code and resources to serve as a starting point for data science projects.☆21Updated 3 years ago
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Repository for a workshop on Bayesian Decision Analysis☆70Updated 2 years ago
- Intermediate Python for Data Science Workshop☆24Updated 9 months ago