pbreheny / grpregLinks
Regularization paths for regression models with grouped covariates
☆34Updated 4 months ago
Alternatives and similar repositories for grpreg
Users that are interested in grpreg are comparing it to the libraries listed below
Sorting:
- Regularization paths for SCAD- and MCP-penalized regression models☆43Updated 3 months ago
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆20Updated 3 months ago
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆75Updated 8 months ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 7 years ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 11 months ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆47Updated 4 years ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆30Updated 7 years ago
- Flexible Bayesian Optimization in R☆25Updated this week
- Build dirichletprocess objects for data analysis☆59Updated last year
- biglasso: Extending Lasso Model Fitting to Big Data in R☆114Updated 4 months ago
- R software for selective inference☆35Updated 5 years ago
- Dimension Reduction and Estimation Methods☆54Updated 2 years ago
- Testing version of fdapace☆31Updated last year
- Stability Selection with Error Control☆26Updated 4 years ago
- Bayesian kernel machine regression☆59Updated 8 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- maximum likelihood estimation package☆26Updated 5 months ago
- DOCUMENTATION:☆128Updated last month
- Estimation of Time-Varying k-order Mixed Graphical Models☆30Updated 4 months ago
- 🤠 📿 The Highly Adaptive Lasso☆48Updated 7 months ago
- Simulate Survival Data☆24Updated 4 years ago
- Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo☆15Updated 8 years ago
- a set of R functions that I find useful☆20Updated 7 years ago
- energy package for R☆47Updated 10 months ago
- ☆18Updated last month
- An R package for nonparametric covariance matrix estimation in high dimensions☆13Updated last year
- Bayesian Linear Mixed Effect Models☆44Updated 4 months ago
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated 9 months ago
- This package is for visualising variable importance and variable interaction.☆24Updated 11 months ago