lukesonnet / KRLS
R package for machine learning technique to fit flexible, interpretable functional forms for continuous and binary outcomes.
☆22Updated 4 years ago
Alternatives and similar repositories for KRLS:
Users that are interested in KRLS are comparing it to the libraries listed below
- Now on CRAN, bigKRLS combines bigmemory & RcppArmadillo (C++) for speed into a new Kernel Regularized Least Squares algorithm. Slides:☆28Updated 5 years ago
- See pacha.dev/capybara for a much better GLM implementation. Efficient Fitting of Linear and Generalized Linear Models by using just base…☆19Updated 6 months ago
- 🎓 Tidy regression tools for academics☆23Updated 6 years ago
- Degrees of freedom adjustments for robust standard errors described in Imbens and Kolesár (2016, Review of Economics and Statistics)☆31Updated 2 months ago
- ☆20Updated 4 years ago
- R Code - "Graphical Presentation of Regression Discontinuity Results" (Bueno & Tuñón, 2015)☆7Updated 9 years ago
- Slides and homework for model based inference☆13Updated 7 years ago
- meme heavy slides on the linear probability model☆11Updated 5 years ago
- R package experiment☆13Updated 2 years ago
- Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data☆13Updated 4 years ago
- LSE Hackathon Challenge: Detecting Online Trolling Behaviour☆11Updated 6 years ago
- Race and Ethnicity based on name using data from census, voter reg. files, etc.☆11Updated 7 years ago
- Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.☆24Updated 6 months ago
- Examples and data from Gelman & Hill 2007☆20Updated 6 years ago
- lightly opinionated LaTeX DAGs in R☆41Updated last year
- Variational Generalized Linear Mixed Effects Regression☆18Updated 3 weeks ago
- bootstrap methods for survey data in R☆14Updated 3 months ago
- Randomization inference tools for R☆17Updated 3 months ago
- Maddison Project Database☆10Updated 5 years ago
- R package with tools for distance metrics☆17Updated last year
- IRT ideal point models in R using Stan☆23Updated 5 years ago
- interplot: plotting interactive effects☆15Updated 11 months ago
- Combining drake workflows with R package development to train and execute a machine learning model☆14Updated 4 years ago
- OLS Weights on Heterogeneous Treatment Effects☆10Updated 4 years ago
- An R package for estimating controlled direct effects.☆18Updated 2 months ago
- multilevel regression and poststratification☆24Updated 10 years ago
- Repository for reproducing results in structured priors MRP paper☆17Updated 4 years ago
- ☆15Updated 2 years ago
- autumn: Fast, Modern, and Tidy-Friendly Iterative Raking in R.☆39Updated last year
- Tools for estimating interactions☆13Updated 2 years ago