deaneckles / randomization_inference
Tutorial in randomization inference, experimental design and analysis, and experiments in networks.
☆28Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for randomization_inference
- Variable importance through targeted causal inference, with Alan Hubbard☆57Updated last year
- ☆31Updated 2 years ago
- Implemention of the multiway bootstrap (including the Pigeonhole bootstrap, reweighting tensor bootstrap). Reweights observations with th…☆30Updated 11 years ago
- Draft syllabus for the Data Challenge Lab☆23Updated 7 years ago
- This package is DEPRECATED. Please use the packages `grf` or `ranger` instead, which have built-in confidence intervals.☆70Updated 6 years ago
- Stan website based on the So Simple Jekyll theme.☆20Updated 3 weeks ago
- exploratory data analysis using random forests☆68Updated 6 years ago
- A short introduction to causal inference☆28Updated 5 years ago
- Files for Modern Statistical Workflow workshop☆10Updated 8 years ago
- Active Learning in R☆45Updated 7 years ago
- Statistical Inference for Random Forests☆18Updated 5 years ago
- Methods workshop: Automated Text Analysis with R☆34Updated 8 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Heterogeneous Treatment Effects☆16Updated 2 years ago
- This is a read-only mirror of the CRAN R package repository. bsts — Bayesian Structural Time Series☆32Updated 10 months ago
- "Exploratory Data Analysis using Random Forests"☆18Updated 8 years ago
- Functions for Bayesian A/B Testing Post☆24Updated 2 years ago
- ☆17Updated 2 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆15Updated 4 years ago
- Lecture Slides for Introduction to Data Science☆25Updated last year
- libFM R package☆26Updated 8 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 5 years ago
- Package for a nice and smoothe usage of the shapley value for mlr☆25Updated 5 years ago
- An R package for better visualizing a statistical learning model☆34Updated 2 years ago
- ☆24Updated 4 years ago
- Ceteris Paribus Plots (What-If plots) for explanations of a single observation☆41Updated 4 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 10 years ago
- Optimal pruning for imbalance minimization in causal inference☆18Updated 4 years ago