---
title: "ARIMA: formula and 25 recent papers"
description: "ARIMA was mentioned in 25 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #37 of the 104 equations and models mentioned."
url: https://scholar4ai.com/equations/arima
markdown_url: https://scholar4ai.com/equations/arima.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "ARIMA was mentioned in 25 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #37 of the 104 equations and models mentioned."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T14:32:25+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# ARIMA

$$
\phi(L)\,(1 - L)^{d}\, y_t = \theta(L)\,\varepsilon_t
$$

Autoregressive integrated moving-average model of a time series, with lag operator L and differencing order d.

- area: Time series
- 5 papers in the last 7 days
- Names searched for: ARIMA, SARIMA, ARMA, ARFIMA, autoregressive integrated moving average, autoregressive moving average

Back to the ranking: https://scholar4ai.com/rankings/equations.md

## Key findings

- ARIMA was mentioned in 25 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #37 of the 104 equations and models mentioned.
- By journal category: Economics (7), AI (7), Finance (5), Operations Research (3), Management (2) and Accounting (1).
- Most of them appeared in Future Business Journal (2), Computational Economics (2) and Applied Intelligence (2).
- Often mentioned together with Long short-term memory (LSTM) (10), Gradient boosting (XGBoost) (9) and LASSO (7).
- Datasets named in the same papers: OR-Library (8), S&P 500 (3) and World Development Indicators (World Bank) (2).
- From Oct 2023 to Sep 2026, 134 archived papers mentioned ARIMA in their title, abstract or keywords, most of them in May 2025 (11).

## Mentions over 36 months

*Papers mentioning it by publication month, Oct 2023 to Sep 2026 (titles, abstracts and keywords)*

| Trend | Oct 23–Sep 24 | Oct 24–Sep 25 | Oct 25–Sep 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 64 | 60 | 10 | 134 |

*Papers mentioning ARIMA, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-23 | [Evaluating machine learning and econometric models for inflation forecasting: evidence from a Sub-Saharan African panel](https://doi.org/10.1186/s43093-026-01003-4) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | Baffour Osei, Abigail Boatemaa, Isaac Nyame et al. | University of Skills Training and Entrepreneurial Development; University of Bradford; Kwame Nkrumah University of Science and Technology; … |
| 2026-10-23 | [Markov-Switching Multifractal Models for High-Frequency Trade Counts](https://doi.org/10.1007/s10614-026-11452-2) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Zhamilya Mussayeva, Karim Moussa | Vrije Universiteit Amsterdam |
| 2026-10-22 | [Research on the spatiotemporal prediction of supply chain finance risk contagion based on a dynamic graph attention diffusion mechanism](https://doi.org/10.1186/s40854-026-00980-3) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | Yulong Zhang, Yulong Zhang, Yaqing Zhang et al. | Hengshui University; Columbia University |
| 2026-10-21 | [Leveraging Machine Learning for Profit Forecasting and Cost Optimization Using Public Financial Data](https://doi.org/10.1007/s10614-026-11455-z) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Bilal Ahmad, Abdu Salam, Mian Abdulbasit et al. | University of Peshawar; Abdul Wali Khan University Mardan; Yeungnam University; … |
| 2026-10-20 | [Central description length (CDL) clustering validation index](https://doi.org/10.1016/j.artint.2026.104644) | [Artificial Intelligence](https://scholar4ai.com/journals/artificial-intelligence.md) | Mahdi Shamsi, Soosan Beheshti | McGill University |
| 2026-10-17 | [Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept lattices](https://doi.org/10.1007/s10489-026-07512-7) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Suraya Syazwani Mohamad Yusof, Hadhrami Ab Ghani, Nurul Izrin Md Saleh et al. | Universiti Malaysia Kelantan; Universiti Teknikal Malaysia Melaka; University of Technology Malaysia |
| 2026-10-13 | [NoDE: noise-decorrelation embedding for robust long-term multivariate time series forecasting](https://doi.org/10.1007/s10618-026-01281-0) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Minhyuk Lee, Hyekyung Yoon, Imseong Park et al. | Seoul National University; Mathematical Sciences Research Institute |
| 2026-10-07 | [Geopolitical risk and the spatial convergence of renewable energy consumption: Evidence from 1996 to 2026](https://doi.org/10.1016/j.iref.2026.105920) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Liu He, 邹佰峰, Xing Chiang | Northeast Agricultural University; Northeast Forestry University; City University of Macau |
| 2026-10-06 | [Do macro-financial variables improve short-horizon forecasts of U.S. business bankruptcy filings?](https://doi.org/10.1016/j.najef.2026.102732) | [The North American Journal of Economics and Finance](https://scholar4ai.com/journals/the-north-american-journal-of-economics-and-finance.md) | Hakan Bal | Beykent University |
| 2026-10-06 | [Is bitcoin a hedge against central banking? Evidence from AI-driven monetary policy expectations](https://doi.org/10.1016/j.jimonfin.2026.103683) | [Journal of International Money and Finance](https://scholar4ai.com/journals/journal-of-international-money-and-finance.md) | Maxime L. D. Nicolas, François Sicard, Marion Labouré et al. | University College London; Deutsche Bank (United Kingdom) |
| 2026-10-05 | [Transparent forecasting with XAI: Improving accuracy and trust in electricity demand prediction](https://doi.org/10.1016/j.knosys.2026.117131) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Somya Bansal, Vaibhav Baldeva, Asmit Cajla et al. | Thapar Institute of Engineering & Technology; Torrens University Australia; Norwegian University of Science and Technology |
| 2026-10-05 | [An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimization](https://doi.org/10.1186/s43093-026-00987-3) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | Homa Mehtarizadeh, Najme Mansouri, Behnam Mohammad Hasani Zade et al. | Shahid Bahonar University of Kerman |
| 2026-10-01 | [Non-ferrous metal price prediction based on a three-stage prediction model and optimized double decomposition](https://doi.org/10.1007/s00181-026-02984-5) | [Empirical Economics](https://scholar4ai.com/journals/empirical-economics.md) | Rui Wang, Yulong Bai, Qi Song et al. | Northwest Normal University |
| 2026-10-01 | [High-dimensional portfolio optimization with weight constraints: Forecasting models utilizing GARCH-EVT, R-vine copula, and SCAD penalty](https://doi.org/10.1016/j.ijforecast.2026.08.007) | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | Jian Lv, Chenxu Wang, Wenyong Yuan | Zhejiang University of Finance and Economics |
| 2026-10-01 | [R-TVF: A Regularized Time-Varying Fourier method for missing data recovery](https://doi.org/10.1016/j.knosys.2026.117145) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Alberto Durán-López, Daniel Bolaños-Martinez, Zakaria Sahraoui El Ouahabi et al. | Universidad de Granada |
| 2026-10-01 | [Decision-aware end-to-end joint modeling for supply chain optimization: integrating prediction, simulation, and robustness verification](https://doi.org/10.1007/s00521-026-12497-y) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Yumin Sun, Xiangfeng Liu | Henan Polytechnic; Wuhan Donghu University |
| 2026-10-01 | [Dynamic factor loadings and portfolio return prediction: Evidence from deep sequence models](https://doi.org/10.1016/j.iref.2026.105909) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Viktor Manahov, Zihao Hou, Dimitrios Stafylas |  |
| 2026-10-01 | [Forecasting the price of carbon with macroeconomic and financial variables](https://doi.org/10.1016/j.jedc.2026.105435) | [Journal of Economic Dynamics and Control](https://scholar4ai.com/journals/journal-of-economic-dynamics-and-control.md) | Andrea Bastianin, Elisabetta Mirto, Yan Qin et al. | University of Milan; Fondazione Eni Enrico Mattei; Swiss National Bank |
| 2026-10-01 | [Reassessing REDD+ project effectiveness using multiple synthetic control methods: Evidence on additionality and location bias in the Brazilian Amazon](https://doi.org/10.1016/j.ecolecon.2026.109237) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | Etiënne Wijler, Marina Friedrich, Thales A. P. West | Vrije Universiteit Amsterdam; Tinbergen Institute; University of Cambridge |
| 2026-10-01 | [COCOA: a model-agnostic framework for forecasting accessories demand from final product sales](https://doi.org/10.1016/j.cie.2026.112427) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Matteo Gabellini, Alberto Regattieri | University of Ferrara; University of Bologna |
| 2026-10-01 | [Adaptive Bayesian very short-term wind power forecasting based on the generalised logit transformation](https://doi.org/10.1016/j.ijforecast.2026.08.002) | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | Tao Shen, Jethro Browell, Daniela Castro‐Camilo |  |
| 2026-09-30 | [Data-driven robust enhanced indexing investment funds with support vector clustering](https://doi.org/10.1007/s10898-026-01646-1) | [Journal of Global Optimization](https://scholar4ai.com/journals/journal-of-global-optimization.md) | Kamayani Shukla, Ruchika Sehgal, Amita Sharma | Netaji Subhas University of Technology; Guru Gobind Singh Indraprastha University |
| 2026-09-30 | [Sample-based approaches for monitoring ordinal time series in production environments](https://doi.org/10.1016/j.cie.2026.112411) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Osama Swidan, Christian H. Weiß, Murat Caner Testik | Helmut Schmidt University; Hacettepe University |
| 2026-09-30 | [Enhancing protein–ligand pose prediction via dual-branch deep learning with docking-oriented multi-component loss and iterative refinement](https://doi.org/10.1007/s10489-026-07475-9) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Md Khorshed Alam, Julia Rahman, M. A. Hakim Newton et al. | Bangladesh University of Engineering and Technology; Rajshahi University of Engineering and Technology; University of Newcastle Australia; … |
| 2026-09-28 | [The financial transaction tax in Spain](https://doi.org/10.1016/j.intaccaudtax.2026.100792) | [Journal of International Accounting Auditing and Taxation](https://scholar4ai.com/journals/journal-of-international-accounting-auditing-and-taxation.md) | A-M. Fuertes, Marcos González-Fernández, M-D. Robles | City, University of London; City St George's, University of London; Universidad de León; … |

## Cite this page

Scholar4AI. (2026). ARIMA. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/arima

```bibtex
@misc{scholar4ai-equations-arima,
  author = {{Scholar4AI}},
  title = {ARIMA},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/arima}},
  urldate = {2026-10-26},
  note = {Journal 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/).