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 this week
- useR! 2019 CVXR tutorial☆27Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Source for CVXR website☆30Updated 3 months ago
- Time series competition data☆18Updated last year
- Additive quantile regression R package☆33Updated 5 months ago
- Discrete Bayesian Additive Regression Trees Sampler☆56Updated this week
- ☆10Updated 2 years ago
- Rlgt is an R package for Bayesian Exponential Smoothing☆20Updated 3 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 weeks ago
- Convolution-type Smoothed Quantile Regression☆20Updated last year
- The R package M4comp2018 contains the 100000 time series from the M4-competition (https://www.m4.unic.ac.cy/)☆48Updated 5 years ago
- Single- and Multi-Objective Optimization Test Functions☆36Updated last year
- R package to compute distribution-free prediction bands using density estimators☆9Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 8 months ago
- Regression model building and forecasting in R☆31Updated 3 weeks ago
- An R package "rfinterval": Predictive Inference on Random Forests☆13Updated 5 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆23Updated last year
- R Implementation of FLAME, DAME, and other algorithms in the AME framework☆12Updated last year
- All data and functions needed for the book "That's weird: anomaly detection using R" by Rob J Hyndman <https://OTexts.com/weird>☆16Updated 2 months ago
- ☆16Updated 3 years ago
- Bayesian DFA with Stan☆28Updated 4 months ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆27Updated 7 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆12Updated 2 years ago
- Explain black box with GLM☆23Updated 5 years ago
- an R package for deriving Prediction Rule Ensembles☆58Updated 8 months ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆44Updated 6 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated last month