cvborkulo / IsingFitLinks
This network estimation procedure combines l1-regularized logistic regression with model selection based on the Extended Bayesian Information Criterion to identify relevant symptom-symptom relationships. These relationships define connections in a network.
☆10Updated 2 years ago
Alternatives and similar repositories for IsingFit
Users that are interested in IsingFit are comparing it to the libraries listed below
Sorting:
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆32Updated 3 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆20Updated last year
- Feature Selection in R using glmnet-lasso, xgboost and ranger☆56Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆58Updated last month
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 11 months ago
- ☆29Updated 4 years ago
- R Wrapper for Tetrad Library☆35Updated last year
- Data sets for the igraph R package☆57Updated last month
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- This is a read-only mirror of the CRAN R package repository. quantreg — Quantile Regression. Homepage: https://www.r-project.org☆19Updated 7 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated last month
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 3 months ago
- Companion videos and exercises for Manning Publication's Deep Learning with R☆15Updated 6 years ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 2 months ago
- An R package for clustering mixed-type data☆16Updated 2 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆26Updated 3 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated last year
- Stability Selection with Error Control☆26Updated 4 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R package for Cardiovascular Risk Dataset and Data generation script☆14Updated 6 years ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆54Updated 2 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Updated 5 years ago
- Bayesian Gaussian Graphical Models☆58Updated last month
- Machine learning on electronic health records☆11Updated 7 years ago
- This is a read-only mirror of the CRAN R package repository. bnlearn — Bayesian Network Structure Learning, Parameter Learning and Infe…☆59Updated last month
- This is a read-only mirror of the CRAN R package repository. bsts — Bayesian Structural Time Series☆34Updated last month
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 8 years ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆48Updated 4 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆70Updated 7 years ago