gathanei / xyzLinks
The xyz algorithm for fast interaction search in high-dimensional data.
☆13Updated 8 years ago
Alternatives and similar repositories for xyz
Users that are interested in xyz are comparing it to the libraries listed below
Sorting:
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago
- Moment-Based Estimation for Hierarchical Models (R Package)☆25Updated 3 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 6 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 4 months ago
- C++ implementation and R API for componentwise boosting☆23Updated 2 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 4 months ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated last year
- Adaptive and automatic gradient boosting computations.☆69Updated 2 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- an R package for deriving Prediction Rule Ensembles☆58Updated 2 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- Gamma lasso regression☆23Updated 2 years ago
- An R package for large scale estimation with stochastic gradient descent☆62Updated last year
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- ☆60Updated 5 years ago
- R package cfcausal☆32Updated 2 years ago
- ☆9Updated 8 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Fast methods for multivariate normal distributions☆34Updated 2 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated last month
- torch from R!☆51Updated 5 years ago
- Statistical Inference for Random Forests☆19Updated 6 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- ☆34Updated 3 years ago
- Quick Generalized Full Matching in R☆11Updated last year
- Calculating Marginal Effects and Levels with Errors Using the Delta Method☆17Updated 4 years ago
- A high-level interface to keras for R that takes advantage of formulas☆50Updated 6 years ago
- Comprehensive Cross-Validation Engine☆27Updated 2 years ago
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago