haozhestat / RFIntervals
The R code and datasets for the paper "Random Forest Prediction Intervals"
☆14Updated 6 years ago
Alternatives and similar repositories for RFIntervals:
Users that are interested in RFIntervals are comparing it to the libraries listed below
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆17Updated last month
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- R package cfcausal☆27Updated 2 years ago
- R package to compute distribution-free prediction bands using density estimators☆9Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- How to use EconML within R☆12Updated 5 years ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆19Updated last week
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 2 months ago
- ☆31Updated 2 years ago
- R Implementation of FLAME, DAME, and other algorithms in the AME framework☆12Updated last year
- That's weird: Anomaly detection using R☆42Updated 3 months ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆27Updated 7 years ago
- ☆24Updated last year
- The simMixedDAG package enables simulation of "real life" datasets from DAGs☆13Updated 5 years ago
- Tools for generalized quantile modeling☆15Updated 2 years ago
- Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net☆10Updated 4 months ago
- Sensitivity analysis tools for causal ML☆16Updated 10 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- The R package M4comp2018 contains the 100000 time series from the M4-competition (https://www.m4.unic.ac.cy/)☆47Updated 5 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆24Updated 3 weeks ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 4 months ago
- ☆17Updated 3 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- Additive quantile regression R package☆33Updated 3 weeks ago
- useR! 2019 CVXR tutorial☆27Updated last year
- Convolution-type Smoothed Quantile Regression☆21Updated 2 years ago
- ☆9Updated 8 years ago
- R packages for Bayesian Nonparametrics☆16Updated 3 weeks ago