sambofra / bnstructLinks
R package for Bayesian Network Structure Learning
☆18Updated last year
Alternatives and similar repositories for bnstruct
Users that are interested in bnstruct are comparing it to the libraries listed below
Sorting:
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- Materials for the useR2017 tutorial on changepoint detection☆36Updated 7 months ago
- The msm R package for continuous-time multi-state modelling of panel data☆62Updated last month
- This is a read-only mirror of the CRAN R package repository. bnlearn — Bayesian Network Structure Learning, Parameter Learning and Infe…☆60Updated 2 weeks ago
- Bayesian Gaussian Graphical Models☆57Updated 2 weeks ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆164Updated last week
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 5 months ago
- Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences☆100Updated 2 months ago
- Bayesian Network Modeling and Analysis☆123Updated 9 months ago
- ☆34Updated 3 years ago
- R Functions implementing UCR Matrix Profile Algorithm☆74Updated 3 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Causal Inference using Bayesian Additive Regression Trees☆81Updated last month
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- A random-forest-based approach for imputing clustered incomplete data☆35Updated 8 years ago
- ☆32Updated 3 months ago
- An introduction to Bayesian statistics☆75Updated last year
- A document introducing generalized additive models.📈☆82Updated last year
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆75Updated 10 months ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 8 years ago
- Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package☆57Updated last year
- Dimension Reduction Methods for Multivariate Time Series☆61Updated 3 months ago
- R Wrapper for Tetrad Library☆35Updated last year
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- ndtv: Network Dynamic Temporal Visualizations in R☆52Updated last year
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 5 years ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆31Updated 7 years ago