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Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG
Applied and Computational EngineeringIn the modern financial sector, the exponential growth of data has made efficient and accurate financial data analysis increasingly crucial. Traditional methods, such as statistical analysis and rule-based systems, often struggle to process and derive ...
Jingru Wang, Wen Ding, Xiaotong Zhu
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FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
SIGMOD Conference CompanionText-to-SQL, which provides zero-code interface for operating relational databases, has gained much attention in financial analysis; because financial professionals may not be well-skilled in SQL programming.
Chao Zhang +7 more
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AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework
International Conference on Language Resources and EvaluationThe task of financial analysis primarily encompasses two key areas: stock trend prediction and the corresponding financial question answering. Currently, machine learning and deep learning algorithms (ML&DL) have been widely applied for stock trend ...
Xiang Li +7 more
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Digital financial inclusion and economic growth: provincial data analysis of China
China Economic Journal, 2021China’s rapid expansion of digital financial inclusion in the last few years has dramatically augmented the accessibility and affordability of financial services, predominantly serving formerly financially excluded people, and positively contributes to ...
Mahmood Ahmad +4 more
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Financial literacy: A systematic review and bibliometric analysis
International Journal of Consumer Studies, 2020Given the paucity of comprehensive summaries in the extant literature, this systematic review, coupled with bibliometric analysis, endeavours to take a meticulous approach intended at presenting quantitative and qualitative knowledge on the ever-emerging
Kirtika Goyal, Satish Kumar
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Financial analysis is a critical process used to evaluate a company's financial health, performance, and stability throughthe interpretation of financial statements. This study aims to assess how financial analysis tools such as ratio analysis,trend analysis, and comparative financial statements contribute to informed decision-making by stakeholders ...
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Science of the Total Environment, 2020
This study investigates the role of natural resources rent, green investment, financial development and energy consumption in mitigation of carbon emissions to achieve sustainable development goal of a clean environment by using the panel data of 30 ...
Yijuan Shen +5 more
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This study investigates the role of natural resources rent, green investment, financial development and energy consumption in mitigation of carbon emissions to achieve sustainable development goal of a clean environment by using the panel data of 30 ...
Yijuan Shen +5 more
semanticscholar +1 more source
Renewable Energy, 2019
Unlike previous studies in the energy-environment literature, this study employed the panel vector autoregressive (PVAR) model that was developed by Love and Zicchino [1] to examine the impact of renewable energy and financial development on carbon ...
Lanouar Charfeddine, Montassar Kahia
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Unlike previous studies in the energy-environment literature, this study employed the panel vector autoregressive (PVAR) model that was developed by Love and Zicchino [1] to examine the impact of renewable energy and financial development on carbon ...
Lanouar Charfeddine, Montassar Kahia
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In the ever-evolving financial landscape, effective Financial Planning and Analysis (FP&A) is vital for organizational success. This chapter explores the foundational aspects of FP&A, emphasizing its role in budgeting, forecasting, financial projections, variance analysis, and scenario planning.Budgeting techniques such as traditional budgeting,
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Financial intermediation analysis from financial flows
Journal of Economic Studies, 2019Purpose The purpose of this paper is to analyze the financial friction effect of non-performing loans (NPLs) on financial intermediation (FI) through empirical evidence from the Brazilian experience. Design/methodology/approach The authors develop a new variable, financial intermediation flow and a new indicator, FI, both measures of FI.
Claudio Oliveira De Moraes +2 more
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