DTRreg

2.4

DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)

0packages depend

8.4Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Shannon T. HollowayFirst published 2016-03-0913 releasesCRAN page ↗

Dynamic treatment regime estimation and inference via G-estimation, dynamic weighted ordinary least squares (dWOLS) and Q-learning. Inference via bootstrap and recursive sandwich estimation. Estimation and inference for survival outcomes via Dynamic Weighted Survival Modeling (DWSurv). Extension to continuous treatment variables. Wallace et al. (2017) DOI:10.18637/jss.v080.i02; Simoneau et al. (2020) DOI:10.1080/00949655.2020.1793341.

Install

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

install.packages("DTRreg", 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-dtrreg

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-DTRreg

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-DTRreg

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

Health

CRAN checks

13OK

Slowest check: 2.3 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 1.15

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 77%
Return-value docs: 100%
References docs: 50%

Downloads

8.4K

CRAN downloads in the past year

Rank #4,551 · ~23/day · ~701/mo

Releases R versions

Daily download trend is not available in this view yet.

51030 days

2K90 days

8.4K1 year

Compare downloads with other packages →

Also on108 r2u30 autocran50 c2d4u

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (7)

ggplot2 ggplotifygraphicsnnetR6statsutils

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Shannon T. Holloway

Author, Maintainer · added in 2.0

Authors (6)

Shannon T. Holloway

Author, Maintainer · added in 2.0

Erica E M Moodie

Author

Juliana Schulz

Author · added in 1.6

Gabrielle Simoneau

Author · added in 1.2

David A Stephens

Author

Michael Wallace

Author

Listed in earlier versions (3)

Holloway

no longer listed · 2.3 to 2.4

Moodie

no longer listed · 2.3 to 2.4

Stephens

no longer listed · 2.3 to 2.4

Package Timeline

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

2.4Latest
2026-05-13 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
2.3
2025-05-03 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
2.2
2024-03-23 · diff ↗
2.1
2024-03-14 · diff ↗
2.0
2023-11-19 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.7
2020-09-13 · diff ↗
1.6
2020-08-11 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.5
2019-10-17 · diff ↗
1.4
2019-08-21 · diff ↗

Show 9 earlier events

R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
1.3
2017-08-30 · diff ↗
1.2
2017-05-19 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.1
2016-11-03 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.0
2016-03-09
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-03-09
Total releases: 13 / 10 yrs
License: GPL-2 OSI
Minimum R: ≥ 4.1.0
Bundled data: 103 KB / 3 files
Download size: 163 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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