Economic and Technological Developments in Russia
Open access
Peer reviewed
Abstract
Abstract
Research objective. This paper compares the power of structural and technical approaches to inflation forecasting, identifying the model with the lowest forecast error and the most stable results. Materials and methods . The study uses Russian data from 2010 to 2024, covering several business cycles and structural shifts. The selected factors are variables justified by economic theory. The study provides an overview of the following methods: naive forecasting, ARIMA, VAR models, random forest, gradient boosting, etc. Conclusion . Technical models generally demonstrated higher forecasting accuracy compared to structural models. Machine learning methods are promising in forecasting of inflationary processes in Russia.
Direct answer
What can I do from this paper page?
Use this page to scan "Inflation Forecasting in Russia: Structural and Technical Approaches" quickly: start with the summary and abstract, then check the authors, source, topics, and related papers. From here, open Scollr to follow Economic and Technological Developments in Russia research, save the paper, or map adjacent work.
Research areas
Follow related topics
Citation
BibTeX
@article{2026Inflation,
title = {Inflation Forecasting in Russia: Structural and Technical Approaches},
author = {А.А. Мухамадиева and Elena Sinelnikova-Muryleva},
journal = {The world of new economy},
year = {2026},
doi = {10.26794/2220-6469-2026-20-3-102-115},
url = {https://doi.org/10.26794/2220-6469-2026-20-3-102-115}
}FAQ
Using this paper in a discovery workflow
How do I find related work for this paper?
Use the related papers and topic links on this page as starting points. In Scollr, you can also open the paper and build a literature map around its references, citing papers, and related work.
How can I keep up with new Economic and Technological Developments in Russia research papers?
Follow Economic and Technological Developments in Russia research in Scollr. New papers from the topic flow into a personalized feed, and you can save useful studies to revisit later.
Can I cite this paper from this page?
This page includes a static BibTeX block for Inflation Forecasting in Russia: Structural and Technical Approaches. Always verify the DOI, source, and publication details against the publisher record before submitting a manuscript.
Follow this research in Scollr
Follow the topics and authors behind this paper, save useful studies, and build a literature map when you are ready to go deeper.
Get the app