gdpar

0.1.0

General Dynamic Parameter Models via Reference Anchoring

0packages depend

104downloads / year

57.5%test coverage

13/13checks pass

Overview

About

Maintained by José Mauricio Gómez JuliánFirst published 2026-07-161 releasesCRAN page ↗GitHub ↗

Implements a unified predictive framework in which individual parameters are decomposed as theta_i equal to theta_ref plus Delta(x_i, theta_ref), with theta_ref a population reference and Delta an explicit deviation function. The decomposition follows the Additive-Multiplicative-Modulated canonical form and is estimated through three complementary paths: hierarchical Bayesian inference via 'Stan', varying-coefficient models via penalized splines, and amortized inference via hypernetworks in 'torch'. The package provides identifiability diagnostics, validity tests for the population reference, and benchmarks against canonical zero-inflated count datasets and avian abundance data from the eBird Status and Trends project. The framework and its estimation paths are described in Gomez Julian (2026) doi:10.5281/zenodo.21046269.

Install

R (CRAN)pak (dev)openSUSE (OBS)

install.packages("gdpar", 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("IsadoreNabi/gdpar")

Development version from IsadoreNabi/gdpar. Installs pak first if it is not already available.

# 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-gdpar

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

Health

CRAN checks

13OK

Slowest check: 9.8 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-07-16
5 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

104

CRAN downloads in the past year

Rank #24,414 · ~0/day · ~9/mo

gdpar Releases R versions

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10430 days

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Also on3 autocran

Repository

GitHub ↗ isadorenabi/gdpar

0Stars

0Forks

0Open issues

0Open PRs

1Releases

4Commits

1Contributors

4 commits · Last activity 2026-07-07

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/isadorenabi/gdpar on 2026-07-19.

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

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

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2.0

Imports (4)

posteriorstatsmethodswithr

LinkingTo (0)

none

Suggests (22)

cmdstanr loo bayesplot DHARMa digestmgcvMatrixpscl AER ebirdst knitr rmarkdown testthat kableExtra brms INLA rstanarm scoringRules gratia grf reticulate mvnfast

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

José Mauricio Gómez Julián

Author, Maintainer

Authors (1)

José Mauricio Gómez Julián

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-07-16 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-16
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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