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home:
title: grasps
description: Groupwise Regularized Adaptive Sparse Precision Solution
url: https://shiying-xiao.com/grasps
template:
bootstrap: 5
light-switch: true
math-rendering: mathjax
opengraph:
image:
src: https://raw.githubusercontent.com/Carol-seven/grasps/blob/main/man/figures/logo.png
authors:
Shiying Xiao:
href: http://shiying-xiao.com
Jun Yan:
href: https://statcomp.org
Panpan Zhang:
href: https://panpan-zhang.com
development:
mode: auto
figures:
dpi: 300
reference:
- title: Main functionality
contents:
- grasps
- title: Simulation tools
contents:
- gen_prec_sbm
- sparsify_block_banded
- title: Performance evaluation
contents:
- performance
- title: Network utilities
contents:
- prec_to_adj
- title: Penalty utilities
contents:
- compute_penalty
- compute_derivative
- title: Visualization
contents:
- plot.adjmat
- plot.blkmat
- plot.penderiv
articles:
- title: Articles
navbar: ~
contents:
- pen_est
- crit
navbar:
structure:
left: [intro, reference, articles, news]
right: [search, github, lightswitch]
components:
reference:
text: Functions
icon: fa-solid fa-file-code
href: reference/index.html
articles:
text: Articles
icon: fa-solid fa-book
menu:
- text: Penalized Precision Matrix Estimation
href: articles/pen_est.html
- text: Selection Criteria for Parameters
href: articles/crit.html