---
title: "pbrod/numdifftools: papers citing this GitHub repository"
description: "3 papers in the tracked journals link to the GitHub repository pbrod/numdifftools in their Crossref records, the first in 2021; most of them (1) in 2025."
url: https://scholar4ai.com/code/github-pbrod-numdifftools
markdown_url: https://scholar4ai.com/code/github-pbrod-numdifftools.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "3 papers in the tracked journals link to the GitHub repository pbrod/numdifftools in their Crossref records, the first in 2021; most of them (1) in 2025. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# pbrod/numdifftools: papers linking to it

Research papers in the 480 tracked journals that link to pbrod/numdifftools (https://github.com/pbrod/numdifftools), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- GitHub
- 283 stars
- 45 forks
- Python
- license BSD-3-Clause
- created 2014
- https://github.com/pbrod/numdifftools

All repositories: https://scholar4ai.com/code.md

## Key findings

- 3 papers in the tracked journals link to the GitHub repository pbrod/numdifftools in their Crossref records, the first in 2021; most of them (1) in 2025.
- By category: Statistics (2) and Operations Research (1); the journals with the most are Statistics and Computing (2) and Journal of Optimization Theory and Applications (1).

## By year

*Papers linking to pbrod/numdifftools by publication year*

| Year | Papers |
|---|---:|
| 2021 | 1 |
| 2023 | 1 |
| 2025 | 1 |

## Journals

*Journals whose papers link to pbrod/numdifftools most*

| Journal | Papers |
|---|---:|
| [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | 2 |
| [Journal of Optimization Theory and Applications](https://scholar4ai.com/journals/journal-of-optimization-theory-and-applications.md) | 1 |

## Papers

*Papers linking to pbrod/numdifftools, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2021-05-07 | [A robust and efficient algorithm to find profile likelihood confidence intervals](https://doi.org/10.1007/s11222-021-10012-y) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | Samuel Fischer, Mark A. Lewis | 18 | cites it |
| 2023-07-18 | [A Fast and Simple Modification of Newton’s Method Avoiding Saddle Points](https://doi.org/10.1007/s10957-023-02270-9) | [Journal of Optimization Theory and Applications](https://scholar4ai.com/journals/journal-of-optimization-theory-and-applications.md) | Tuyen Trung Truong, Tat Dat Tô, Hang-Tuan Nguyen et al. | 3 | cites it |
| 2025-08-11 | [Fast post-process Bayesian inference with Variational Sparse Bayesian Quadrature](https://doi.org/10.1007/s11222-025-10695-7) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | Chengkun Li, Grégoire Clarté, Martin Jørgensen et al. | 2 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). pbrod/numdifftools: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-pbrod-numdifftools

```bibtex
@misc{scholar4ai-code-github-pbrod-numdifftools,
  author = {{Scholar4AI}},
  title = {pbrod/numdifftools: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-pbrod-numdifftools}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).