This study investigates how the application of artificial intelligence manifests itself in traders’ perceptions of theirdecision-making in the context of international trade flows. The rise of AI-driven forecasting has enabled new forms ofprediction, but the effectiveness of these models, particularly the accuracy in shaping expectations of market volatility,is not well understood. This research aims at examining the task of forecasting trade flows based on data derivingfrom statistical indicators, for instance regression outputs and other correlation measures, with the development of arelevant model for predictive accuracy. We employ the SWOT analysis method to analyze trade strategies conductedwith international datasets, and we identify six key mechanisms of model performance, namely data integration, variableselection, risk assessment, forecasting precision, adaptability, and robustness. Our results illustrate that from anempirical perspective, accuracy in predictive modeling is a key positive element of sustainable trade management. Thestudy furthers understanding of the implications from regression analysis and correlation testing on international tradeforecasting. In this paper, a methodological and instrumental solution to the current problem of creating the most effectivepredictive framework in a volatile global market is proposed
| Mualliflar | Kurolov , Maksud |
|---|---|
| Jurnal | Innovation science and technologiy |
| Nashr sanasi | 2025-08-01 |
| Jild | 1 |
| Son | 8 |
| Til | Ingliz |
| DOI | 10.5281/zenodo.17447908 |
DOI: 10.5281/zenodo.17447908 · Maqolaning asl sahifasi
Artificial Intelligence, Predictive Accuracy, International Trade Forecasting, Market Volatility, Regression– Correlation Analysis, SWOT–SEM Hybrid Modeling, Sustainable Trade Management
This article discusses the issues of improving the administration of taxation of high-income individuals. Thearticle analyzes ways to increase the efficiency of the taxation system based on international experience and…
Maqolada yashil iqtisodiyotni rivojlantirishda institutsional, iqtisodiyot tarmoqlari va yashil mezonlar asosidabarqaror iqtisodiyotni shakllantirishga e’tibor berish maqsadga muvofiqligi tadqiq etilgan. Tadqiqotlar…
The role of digitalization of agriculture in increasing the competitiveness of the domestic agro-industrial complex(AIC) is indicated. In order to obtain an objective picture of the current state of the agro-industrial…
This article analyzes advanced methods of protecting shareholders’ rights in corporate governance. Basedon international experience, the mechanisms studied include electronic voting, disclosure of corporate…
Maqolada to‘g‘ridan-to‘g‘ri xorijiy investitsiyalarning iqtisodiyotdagi asosiy roli tavsiflanadi, ularning iqtisodiyo‘sishni rag‘batlantirish hamda global bozorga integratsiyani osonlashtirishdagi ahamiyati yoritiladi…
This paper analyzes the impact of digital transformation on the financial stability of enterprises. The implementationof digital technologies results in reduced operational costs, enhanced real-time financial analysis…
Advanced analytical frameworks have enabled the formulation of multiple digital transformation strategies withconsiderable economic, technological, and sustainability benefits. Recent studies on international trade are…
Maqolada yashil iqtisodiyotni rivojlantirishda institutsional, iqtisodiyot tarmoqlari va yashil mezonlar asosidabarqaror iqtisodiyotni shakllantirishga e’tibor berish maqsadga muvofiqligi tadqiq etilgan. Tadqiqotlar…
This article discusses the development of the metallurgical industry in the region, which will increase thedemand for metal products used in construction, transport, energy and other sectors, and will benefit small…
This article examines the global environmental challenges emerging in the early 21st century, including climatechange, air pollution, soil degradation, and the loss of biodiversity, alongside the growing human concern…