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inet (version 0.1.0)

Performing Inference on Networks with Regularization

Description

Performs inference with the lasso in Gaussian Graphical Models. The package consists of wrappers for functions from the 'hdi' package.

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Version

Install

install.packages('inet')

Monthly Downloads

163

Version

0.1.0

License

GPL (>= 2)

Maintainer

Jonas Haslbeck

Last Published

March 14th, 2022

Functions in inet (0.1.0)

OLS

Estimate GMM via nodewise regression and hypothesis tests.
inet-internal

Internal inet functions
lasso_dsp

Estimate GGMs with the desparsified lasso.
lasso

Estimate GGM with nodewise regression and the lasso.
inet-datasets

Datasets included in inet package
plot.inet

Plot point estimates and confidence intervals
lasso_ms

Estimate GMM with inference via the multi-split method.
lasso_dsp_boot

Estimate GGMs with the desparsified lasso using the bootstrap.