desla

0.3.1

Desparsified Lasso Inference for Time Series

0packages depend

3.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Robert AdamekFirst published 2021-11-114 releasesCRAN page ↗GitHub ↗

Calculates the desparsified lasso as originally introduced in van de Geer et al. (2014) doi:10.1214/14-AOS1221, and provides inference suitable for high-dimensional time series, based on the long run covariance estimator in Adamek et al. (2020) doi:10.48550/arXiv.2007.10952. Also estimates high-dimensional local projections by the desparsified lasso, as described in Adamek et al. (2022) doi:10.48550/arXiv.2209.03218.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("desla", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("RobertAdamek/desla")

Development version from RobertAdamek/desla. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-desla

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-desla

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-desla

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 636 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 18%

Downloads

3.4K

CRAN downloads in the past year

Rank #12,450 · ~9/day · ~287/mo

Releases R versions

Daily download trend is not available in this view yet.

28630 days

85890 days

3.4K1 year

Compare downloads with other packages →

Also on413 r2u37 autocran

Repository

GitHub ↗ robertadamek/desla

8Stars

2Forks

1Open issues

0Open PRs

0Releases

83Commits

5Contributors

83 commits · Last activity 2026-01-22 · 0% stars, 30d

Stars over time

2024-03-20 · 62026-07-07 · 8

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/robertadamek/desla on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

revdep/CRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (4)

Rcpp Rdpackstatsparallelly

LinkingTo (4)

Rcpp RcppArmadillo RcppProgress sitmo

Suggests (1)

ggplot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

C++ 2,447 (68%)R 757 (21%)Rd 371 (10%)

Code characteristics

Object systems

S36

Cyclomatic complexity: 3.0 median / 32 max

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

53 3 exported

Complexity

6.4 avg / 32 max

Call network

53 nodes / 30 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (3)

Maintainer (1)

Robert Adamek

Maintainer, Author

Authors (3)

Robert Adamek

Maintainer, Author

Stephan Smeekes

Author

Ines Wilms

Author

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.3.1Latest
2026-01-22 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.3.0
2023-06-29 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.0
2022-09-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.0
2021-11-11
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-11-11
Total releases: 4 / 5 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Download size: 446 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →