pbreheny / ncvreg
Regularization paths for SCAD- and MCP-penalized regression models
☆42Updated 3 weeks ago
Alternatives and similar repositories for ncvreg:
Users that are interested in ncvreg are comparing it to the libraries listed below
- Regularization paths for regression models with grouped covariates☆34Updated last month
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 8 months ago
- Testing version of fdapace☆31Updated 9 months ago
- biglasso: Extending Lasso Model Fitting to Big Data in R☆114Updated last month
- Stability Selection with Error Control☆26Updated 4 years ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆30Updated 7 years ago
- An R package for nonparametric covariance matrix estimation in high dimensions☆13Updated last year
- R software for selective inference☆34Updated 5 years ago
- a set of R functions that I find useful☆20Updated 7 years ago
- R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems☆81Updated 9 months ago
- Discrete Bayesian Additive Regression Trees Sampler☆58Updated 3 weeks ago
- Build dirichletprocess objects for data analysis☆59Updated last year
- ☆31Updated 4 months ago
- DOCUMENTATION:☆125Updated 3 weeks ago
- A collection of Rfast2 functions for data analysis. Note 1: The vast majority of the functions accept matrices only, not data.frames. N…☆38Updated 2 weeks ago
- Simulate Survival Data☆23Updated 4 years ago
- 🤠 📿 The Highly Adaptive Lasso☆50Updated 5 months ago
- Perform PCA on data with missing values in R☆50Updated last year
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆19Updated 2 weeks ago
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆74Updated 5 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Convolution-type Smoothed Quantile Regression☆21Updated 2 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Fast glm fitting via RcppEigen☆59Updated 2 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- Rcpp Integration for Numerical Computing Libraries☆54Updated last year
- Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The …☆26Updated 2 months ago
- Regression with functional data☆43Updated 4 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 5 months ago