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☆33Updated 3 years ago
- Feature Selection in R using glmnet-lasso, xgboost and ranger☆56Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆59Updated last month
- Companion videos and exercises for Manning Publication's Deep Learning with R☆15Updated 6 years ago
- This is a read-only mirror of the CRAN R package repository. bnlearn — Bayesian Network Structure Learning, Parameter Learning and Infe…☆61Updated 3 months ago
- An R package for clustering mixed-type data☆16Updated 2 years ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 4 months ago
- Survival Support Vector Analysis☆18Updated 8 months ago
- Learning Discrete Bayesian Network Classifiers from Data☆20Updated last year
- Vintage Sparse PCA for Semi-Parametric Network Analysis☆26Updated 3 months ago
- This is a read-only mirror of the CRAN R package repository. quantreg — Quantile Regression. Homepage: https://www.r-project.org☆19Updated 9 months ago
- A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.☆106Updated 9 years ago
- causaleffect: R package for identifying causal effects.☆36Updated 2 months ago
- ☆29Updated 4 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 5 months ago
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Updated 2 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆63Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated last month
- Script to select the best subset of variables based on genetic algorithm in R☆46Updated 6 years ago
- Dynamic statistical comparisons in R☆17Updated 7 years ago
- R package for Cardiovascular Risk Dataset and Data generation script☆14Updated 6 years ago
- Stability Selection with Error Control☆26Updated 4 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆46Updated 6 months ago
- OTTR for making courses! This is a template repo that helps people write 1 course but publish it in three places. Rendered example: https…☆17Updated 8 months ago
- Epidemiology analysis package☆150Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Machine learning on electronic health records☆11Updated 7 years ago
- Data sets for the igraph R package☆58Updated 3 weeks ago
- Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized re…☆41Updated 2 months ago