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:
- This repository includes all the data analyses I carry out for my general exams reading, Spring 2015☆64Updated 10 years ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 6 years ago
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Updated 6 years ago
- spatial statistical/econometric modeling in pymc3 & stan☆26Updated 4 years ago
- Educational resources☆104Updated 3 years ago
- Materials used in class when teaching Data Bootcamp at NYU Stern.☆26Updated 7 years ago
- The material presented here is for the 4-week summer course Network Analysis I in Summer, 2017 for the Inter-university Consortium for Po…☆40Updated 8 years ago
- ☆97Updated 7 years ago
- ☆42Updated 4 years ago
- Discussion for Stan for economists☆10Updated 9 years ago
- ☆17Updated 8 years ago
- A sensitivity analysis package for causal effects☆12Updated last year
- These are the files for the walk-through example at the end of the data wrangling workshop(s)☆25Updated 4 years ago
- US county level interactive map of Covid-19 cases☆19Updated 4 years ago
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- timeseries prediction using dynamic linear models and LSTM☆13Updated 7 years ago
- Jupyter Notebooks for https://datascience.quantecon.org☆44Updated 5 years ago
- Tutorial in randomization inference, experimental design and analysis, and experiments in networks.☆29Updated 9 years ago
- ☆15Updated 4 years ago
- This repository contain a dataset describing the urgency of admission among COVID-19 patients, intended for use in a predictive modeling …☆10Updated 5 years ago
- ☆13Updated 6 years ago
- Here we host the lecture notes and problem sets for the "Projektkurs Data Science & Business Analytics" at Ulm University☆18Updated 4 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- notebooks on methods for causal inference☆35Updated last year
- My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill☆81Updated 5 years ago
- A Python 3.7 package for the econometric analysis of networks☆22Updated 10 months ago
- A python module for the synthetic control method☆72Updated 4 months ago
- Packages of Example Data for The Effect☆142Updated 9 months ago
- Stata kernel for IPython/Jupyter☆12Updated 7 years ago
- ☆24Updated 5 years ago