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flare

flare provides a family of sparse regression and sparse graphical model estimators, including Dantzig Selector, LAD Lasso, SQRT Lasso, Lq Lasso, TIGER, and CLIME.

Development Notes

  • The CI workflow runs:
    • R CMD check on Linux/macOS/Windows (R release)
    • R CMD check on Linux (R devel)
    • Test coverage generation and optional Codecov upload

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Version

Install

install.packages('flare')

Monthly Downloads

1,007

Version

1.8

License

GPL-2

Maintainer

Tuo Zhao

Last Published

February 19th, 2026

Functions in flare (1.8)

sugm.select

Model selection for high-dimensional undirected graphical models
flare-internal

Internal flare functions
plot.select

Plot Function for "select"
plot.sugm

Plot Function for "sugm"
coef.slim

Extract Model Coefficients for an object with S3 class "slim"
flare-package

flare: A Family of Lasso Regression Methods
plot.sim

Plot Function for "sim"
plot.slim

Plot Function for "slim"
predict.slim

Prediction for an object with S3 class "slim"
eyedata

The Bardet-Biedl syndrome Gene expression data from Scheetz et al. (2006)
plot.roc

Plot Function for "roc"
sugm.plot

Graph Visualization from an Adjacency Matrix
print.sugm

Print Function for an object with S3 class "sugm"
sugm.roc

Draw ROC Curve for an object with S3 class "sugm"
sugm.generator

Data generator for sparse undirected graph estimation.
print.sim

Print Function for an object with S3 class "sim"
print.roc

Print Function for an object with S3 class "roc"
sugm

High-dimensional Sparse Undirected Graphical Models
print.select

Print Function for an object with S3 class "select"
print.slim

Print Function for an object with S3 class "slim"
slim

Sparse Linear Regression using Nonsmooth Loss Functions and L1 Regularization