xtdml

0.1.12

Double Machine Learning for Static Panel Models with Fixed Effects

0packages depend

4.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Annalivia PolselliFirst published 2025-09-087 releasesCRAN page ↗

The 'xtdml' package implements partially linear panel regression (PLPR) models with high-dimensional confounding variables and an exogenous treatment variable within the double machine learning framework. The package is used to estimate the structural parameter (treatment effect) in static panel data models with fixed effects using the approaches established in Clarke and Polselli (2025) doi:10.1093/ectj/utaf011. 'xtdml' is built on the object-oriented package 'DoubleML' (Bach et al., 2024) doi:10.18637/jss.v108.i03 using the 'mlr3' ecosystem.

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

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

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

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-xtdml

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

# 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-xtdml

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

Health

CRAN checks

13OK

Slowest check: 2.0 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

4.2K

CRAN downloads in the past year

Rank #7,885 · ~12/day · ~354/mo

xtdml Releases R versions

Daily download trend is not available in this view yet.

29330 days

1.3K90 days

4.2K1 year

Compare downloads with other packages →

Also on107 r2u16 autocran

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (16)

R6 data.table mlr3 mlr3tuning mlr3learners mlr3misc (>= 0.19.0)mvtnormutilsclusterGeneration readstata13 magrittr dplyrstatsMLmetrics checkmate rlang

LinkingTo (0)

none

Suggests (3)

rpartmlr3pipelines bbotk

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Annalivia Polselli

Author, Maintainer

Authors (1)

Annalivia Polselli

Author, Maintainer

Package Timeline

7 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.12Latest
2026-03-13 · current release · diff ↗
0.1.11
2025-12-12 · diff ↗
0.1.10
2025-12-10 · diff ↗
0.1.9
2025-11-13 · diff ↗
0.1.8
2025-11-06 · diff ↗
0.1.6
2025-10-08 · diff ↗
0.1.5
2025-09-08
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-09-08
Total releases: 7 / 1 yrs
License: GPL-2 | GPL-3 OSI
Download size: 35 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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