bradleyfay / Causal-Inference-for-Data-Scientists
Notebooks of Python and R code which illustrates basic causal inference using simulated data
☆23Updated 5 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
- A Primer on Python for Statistical Programming and Data Science☆26Updated 5 years ago
- spatial statistical/econometric modeling in pymc3 & stan☆25Updated 3 years ago
- notebooks on methods for causal inference☆32Updated 6 months ago
- DSCI 511: Programming for Data Science☆13Updated 3 years ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆90Updated 5 months ago
- ☆27Updated 4 months ago
- Educational resources☆104Updated 3 years ago
- timeseries prediction using dynamic linear models and LSTM☆13Updated 7 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆18Updated this week
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Updated 5 years ago
- Review of time series using regression and neural network methods☆33Updated 6 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆49Updated 3 years ago
- ☆33Updated 4 years ago
- Intermediate Python for Data Science Workshop☆24Updated 6 months ago
- Introductory Statistics for Economists (Undergraduate Intro Course)☆16Updated 4 years ago
- Public files for Econ 103☆14Updated 2 years ago
- ☆16Updated 11 years ago
- Code and resources to serve as a starting point for data science projects.☆21Updated 3 years ago
- ☆17Updated 2 years ago
- ☆97Updated 7 years ago
- US county level interactive map of Covid-19 cases☆19Updated 4 years ago
- Tutorial in randomization inference, experimental design and analysis, and experiments in networks.☆28Updated 8 years ago
- Structure mining for xgboost model☆26Updated 3 years ago
- This repository includes all the data analyses I carry out for my general exams reading, Spring 2015☆65Updated 9 years ago
- Materials used in class when teaching Data Bootcamp at NYU Stern.☆26Updated 6 years ago
- These are the files for the walk-through example at the end of the data wrangling workshop(s)☆25Updated 3 years ago
- ☆23Updated 4 years ago
- Package for a nice and smoothe usage of the shapley value for mlr☆25Updated 5 years ago
- Documentation for the DALEX project☆36Updated 11 months ago
- Material for the PyLadies Bayesian Tutorial, Feb 11, 2020☆12Updated 2 years ago