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 last year
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 2 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆20Updated last year
- Companion videos and exercises for Manning Publication's Deep Learning with R☆15Updated 6 years ago
- Feature Selection in R using glmnet-lasso, xgboost and ranger☆56Updated last year
- A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.☆105Updated 9 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆57Updated 2 weeks ago
- R package for Cardiovascular Risk Dataset and Data generation script☆14Updated 6 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- shinyBN: An online application for interactive Bayesian network inference and visualization☆46Updated 2 years ago
- Script to select the best subset of variables based on genetic algorithm in R☆46Updated 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 last week
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 8 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 2 months ago
- ☆29Updated 4 years ago
- A collection of papers and books that Storey Lab members should read and others may find useful☆47Updated 9 years ago
- causaleffect: R package for identifying causal effects.☆33Updated 2 years ago
- An R interface to the RxNorm API.☆13Updated 9 years ago
- geneSurv: an interactive web-based tool for survival analysis in genomics research☆17Updated 5 years ago
- R Wrapper for Tetrad Library☆35Updated 11 months ago
- useR 2016 tutorial on "Understanding and creating interactive graphics"☆13Updated 7 months ago
- Visualizing Association Rules and Frequent Itemsets with R☆56Updated last week
- R Code for Causal Inference by Hernán and Robins☆22Updated 3 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 11 months ago
- Stability Selection with Error Control☆26Updated 4 years ago
- Shirin's playgRound - exploring and playing with data in R☆18Updated 6 years ago
- This is a read-only mirror of the CRAN R package repository. quantreg — Quantile Regression. Homepage: https://www.r-project.org☆19Updated 5 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated last week
- Machine learning on electronic health records☆11Updated 7 years ago
- Here I show how to use Deep Learning for biological and biomedical Data Integration.☆11Updated 4 years ago