FMenchetti / CausalArimaLinks
An R package to estimate the effect of interventions on univariate time series using ARIMA models
☆25Updated last year
Alternatives and similar repositories for CausalArima
Users that are interested in CausalArima are comparing it to the libraries listed below
Sorting:
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Distributional Random Forests (Cevid et al., 2020)☆45Updated last week
- That's weird: Anomaly detection using R☆43Updated last week
- Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms☆26Updated 3 years ago
- R package cfcausal☆33Updated 3 years ago
- A sensitivity analysis package for causal effects☆12Updated last year
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆27Updated 2 years ago
- GRATIS: GeneRAting TIme Series with diverse and controllable characteristics☆77Updated this week
- Heterogeneous effects analysis of conjoint experiments using BART☆10Updated 2 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 11 months ago
- ☆16Updated 4 years ago
- A python package for hierarchical forecasting, inspired by hts package in R.☆29Updated 11 months ago
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- A package for Bayesian causal inference with time-series cross-sectional data☆29Updated 2 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)☆13Updated last month
- ☆44Updated 4 years ago
- Sparse estimation of large time series models☆32Updated 2 years ago
- R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''☆45Updated 5 years ago
- Dynamic factor model estimation for R☆25Updated 3 years ago
- House Price Indexes in R☆17Updated 9 months ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated 3 weeks ago
- Time Series Ensemble Forecasting☆80Updated last month
- Inference for synthetic controls☆40Updated 4 years ago
- Implementation of Double Machine Learning☆36Updated 2 weeks ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- ☆16Updated 2 years ago
- Slides to accompany Forecasting: Principles and Practice, 3rd edition☆79Updated last year