Effective multinational trade forecasting using LSTM recurrent neural network

ML Shen, CF Lee, HH Liu, PY Chang… - Expert Systems with …, 2021 - Elsevier
Abstract Changes in foreign trade (export and import) constitute a crucial topic in
international economics, international business management, and economic development …

Export-and import-based economic models for predicting global trade using deep learning

CH Yang, CF Lee, PY Chang - Expert Systems with Applications, 2023 - Elsevier
Forecasting global foreign trade is essential for developing government trade policies and
management strategies for multinational corporations. However, achieving an accurate …

The dynamic equilibrium mechanism of regional lithium flow for transportation electrification

X Sun, H Hao, F Zhao, Z Liu - Environmental science & technology, 2018 - ACS Publications
To assess changes in the lithium supply chain resulting from the development of the electric
vehicle industry and corresponding impacts, this study established a regional dynamic flow …

Firm-level short selling and the local COVID-19 pandemic: Evidence from China

J He, X Ma, Q Wei - Economic Modelling, 2022 - Elsevier
Short seller trading behavior attracts much attention, especially when negative shocks occur.
Recent literature has focused on the impact of the COVID-19 pandemic, an unprecedented …

Currency devaluation and trade balance: Evidence from the US services trade

KM Cheng - Journal of Policy Modeling, 2020 - Elsevier
This study aims to revisit the effectiveness of using currency devaluation as a policy tool to
improve trade balance by estimating the exchange rate elasticities of services trade between …

Aggregated and disaggregated import demand in China: An empirical study

G Gozgor - Economic Modelling, 2014 - Elsevier
This paper re-estimates both the aggregated and disaggregated import demand functions
for China. We consider six groups of goods for the disaggregated imports based on the …

Natural rubber economics between China and Southeast Asia: The impact of China's economic slowdown

SI Oktora, AM FIRDANI - The Journal of Asian Finance, Economics …, 2019 - koreascience.kr
China has become the second largest economy since 2010. China's economy is supported
by the rapid growth of its automobile industry. The rapid growth of the automobile and tire …

[HTML][HTML] Import demand function for Turkey

OY Çulha, O Eren, F Öğünç - Central Bank Review, 2019 - Elsevier
This study revisits the import demand function for Turkey using the newly defined national
income data and examines the evolution of the income and price elasticities over time. In …

Identifying export opportunities: Empirical evidence from the southern Euro area countries

I Konstantakopoulou, M Tsionas - Open Economies Review, 2024 - Springer
We implement a decision support model (DSM), which leads to realistic export opportunities.
We also develop a heuristic DSM for the combinatorial optimization problem. We use trade …

The COVID-19 pandemics and import demand elasticities: evidence from China's customs data

W Zhang, IKM Yan, YW Cheung - Humanities and Social Sciences …, 2023 - nature.com
We study China's import demand elasticities using HS 8-digit customs data on China's
provincial imports during January 2019 to March 2021. It is found that both direct bilateral …