Reduced-order autoregressive dynamics of a complex financial system: a PCA-based approach
Fuente:
arXiv
Saved in:
| Main Authors: | Khalilian, Pouriya, Azizi, Sara, Amiri, Mohammad Hossein, Firouzjaee, Javad T. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mapping Crisis-Driven Market Dynamics: A Transfer Entropy and Kramers-Moyal Approach to Financial Networks
by: Khalilian, Pouriya, et al.
Published: (2025)
by: Khalilian, Pouriya, et al.
Published: (2025)
BERT vs GPT for financial engineering
by: Sharkey, Edward, et al.
Published: (2024)
by: Sharkey, Edward, et al.
Published: (2024)
Ploutos: Towards interpretable stock movement prediction with financial large language model
by: Tong, Hanshuang, et al.
Published: (2024)
by: Tong, Hanshuang, et al.
Published: (2024)
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions
by: Zhao, Tianjiao, et al.
Published: (2025)
by: Zhao, Tianjiao, et al.
Published: (2025)
Large Investment Model
by: Guo, Jian, et al.
Published: (2024)
by: Guo, Jian, et al.
Published: (2024)
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
by: Han, Jun, et al.
Published: (2026)
by: Han, Jun, et al.
Published: (2026)
The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications
by: Caillaut, Gaëtan, et al.
Published: (2025)
by: Caillaut, Gaëtan, et al.
Published: (2025)
RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?
by: Dai, Yuyang, et al.
Published: (2026)
by: Dai, Yuyang, et al.
Published: (2026)
Stress index strategy enhanced with financial news sentiment analysis for the equity markets
by: Lefort, Baptiste, et al.
Published: (2024)
by: Lefort, Baptiste, et al.
Published: (2024)
Towards Competent AI for Fundamental Analysis in Finance: A Benchmark Dataset and Evaluation
by: Wu, Zonghan, et al.
Published: (2025)
by: Wu, Zonghan, et al.
Published: (2025)
PredictionMarketBench: A SWE-bench-Style Framework for Backtesting Trading Agents on Prediction Markets
by: Arora, Avi, et al.
Published: (2026)
by: Arora, Avi, et al.
Published: (2026)
Statistical Arbitrage in Polish Equities Market Using Deep Learning Techniques
by: Adamczyk, Marek, et al.
Published: (2025)
by: Adamczyk, Marek, et al.
Published: (2025)
Can ChatGPT Compute Trustworthy Sentiment Scores from Bloomberg Market Wraps?
by: Lefort, Baptiste, et al.
Published: (2024)
by: Lefort, Baptiste, et al.
Published: (2024)
Advance Detection Of Bull And Bear Phases In Cryptocurrency Markets
by: Arulkumaran, Rahul, et al.
Published: (2024)
by: Arulkumaran, Rahul, et al.
Published: (2024)
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs
by: Ding, Qianggang, et al.
Published: (2024)
by: Ding, Qianggang, et al.
Published: (2024)
RAG-IT: Retrieval-Augmented Instruction Tuning for Automated Financial Analysis -- A Case Study for the Semiconductor Sector
by: To, Hai-Thien, et al.
Published: (2024)
by: To, Hai-Thien, et al.
Published: (2024)
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment
by: Liu, Shuoling, et al.
Published: (2024)
by: Liu, Shuoling, et al.
Published: (2024)
Adaptive Regime-Aware Stock Price Prediction Using Autoencoder-Gated Dual Node Transformers with Reinforcement Learning Control
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
Stock Market Prediction Using Node Transformer Architecture Integrated with BERT Sentiment Analysis
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
Signal inference in financial stock return correlations through phase-ordering kinetics in the quenched regime
by: Achitouv, Ixandra, et al.
Published: (2024)
by: Achitouv, Ixandra, et al.
Published: (2024)
Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
The Evolution of Probabilistic Price Forecasting Techniques: A Review of the Day-Ahead, Intra-Day, and Balancing Markets
by: O'Connor, Ciaran, et al.
Published: (2025)
by: O'Connor, Ciaran, et al.
Published: (2025)
Reasoning on Time-Series for Financial Technical Analysis
by: Koa, Kelvin J. L., et al.
Published: (2025)
by: Koa, Kelvin J. L., et al.
Published: (2025)
Predicting Customer Goals in Financial Institution Services: A Data-Driven LSTM Approach
by: Estornell, Andrew, et al.
Published: (2024)
by: Estornell, Andrew, et al.
Published: (2024)
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
by: Borman, Harris, et al.
Published: (2024)
by: Borman, Harris, et al.
Published: (2024)
Enhancing Regime Shift Detection Using Unstructured Data: A Study on the Treasury Market
by: Yi, Mingxuan, et al.
Published: (2026)
by: Yi, Mingxuan, et al.
Published: (2026)
Impact of LLMs news Sentiment Analysis on Stock Price Movement Prediction
by: Siala, Walid, et al.
Published: (2026)
by: Siala, Walid, et al.
Published: (2026)
Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models
by: Pokou, Fredy, et al.
Published: (2025)
by: Pokou, Fredy, et al.
Published: (2025)
Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis
by: Sonani, Meet Satishbhai, et al.
Published: (2025)
by: Sonani, Meet Satishbhai, et al.
Published: (2025)
Generative AI for Analysts
by: Xue, Jian, et al.
Published: (2025)
by: Xue, Jian, et al.
Published: (2025)
Kronos: A Foundation Model for the Language of Financial Markets
by: Shi, Yu, et al.
Published: (2025)
by: Shi, Yu, et al.
Published: (2025)
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation
by: Gao, Yuan, et al.
Published: (2024)
by: Gao, Yuan, et al.
Published: (2024)
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images
by: Pei, Zhiyuan, et al.
Published: (2024)
by: Pei, Zhiyuan, et al.
Published: (2024)
Utilizing RNN for Real-time Cryptocurrency Price Prediction and Trading Strategy Optimization
by: Tumpa, Shamima Nasrin, et al.
Published: (2024)
by: Tumpa, Shamima Nasrin, et al.
Published: (2024)
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks
by: Kim, Yejin, et al.
Published: (2024)
by: Kim, Yejin, et al.
Published: (2024)
The CTLNet for Shanghai Composite Index Prediction
by: Jiao, Haibin
Published: (2026)
by: Jiao, Haibin
Published: (2026)
Multi-period Learning for Financial Time Series Forecasting
by: Zhang, Xu, et al.
Published: (2025)
by: Zhang, Xu, et al.
Published: (2025)
Multimodal Stock Price Prediction
by: Karadaş, Furkan, et al.
Published: (2025)
by: Karadaş, Furkan, et al.
Published: (2025)
Volatility Forecasting in Global Financial Markets Using TimeMixer
by: Li, Alex
Published: (2024)
by: Li, Alex
Published: (2024)
An End-to-End Structure with Novel Position Mechanism and Improved EMD for Stock Forecasting
by: Li, Chufeng, et al.
Published: (2024)
by: Li, Chufeng, et al.
Published: (2024)
Similar Items
-
Mapping Crisis-Driven Market Dynamics: A Transfer Entropy and Kramers-Moyal Approach to Financial Networks
by: Khalilian, Pouriya, et al.
Published: (2025) -
BERT vs GPT for financial engineering
by: Sharkey, Edward, et al.
Published: (2024) -
Ploutos: Towards interpretable stock movement prediction with financial large language model
by: Tong, Hanshuang, et al.
Published: (2024) -
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions
by: Zhao, Tianjiao, et al.
Published: (2025) -
Large Investment Model
by: Guo, Jian, et al.
Published: (2024)