NEP-BIG: Big data
@repec-nep-big.bsky.social
The latest working papers from RePEc. NEP report BIG (Big Data)
https://nep.repec.org/
https://nep.repec.org/
Robust Yield Curve Estimation for Mortgage Bonds Using Neural Networks: Sina Molavipour; Alireza M. Javid; Cassie Ye; Bj\"orn L\"ofdahl; Mikhail Nechaev
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November 21, 2025 at 8:45 PM
Robust Yield Curve Estimation for Mortgage Bonds Using Neural Networks: Sina Molavipour; Alireza M. Javid; Cassie Ye; Bj\"orn L\"ofdahl; Mikhail Nechaev
Bridging Language Barriers: The Impact of Large Language Models on Academic Writing: Dalaman, Burak; Kalay, Ali Furkan; Kettlewell, Nathan
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November 21, 2025 at 7:45 PM
Bridging Language Barriers: The Impact of Large Language Models on Academic Writing: Dalaman, Burak; Kalay, Ali Furkan; Kettlewell, Nathan
How Did People Tweet against Inflation in Japan?: SEKINE, Toshitaka; WADA, Tetsuro
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November 21, 2025 at 6:45 PM
How Did People Tweet against Inflation in Japan?: SEKINE, Toshitaka; WADA, Tetsuro
A Multi-Layer Machine Learning and Econometric Pipeline for Forecasting Market Risk: Evidence from Cryptoasset Liquidity Spillovers: Yimeng Qiu; Feihuang Fang
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November 21, 2025 at 5:45 PM
A Multi-Layer Machine Learning and Econometric Pipeline for Forecasting Market Risk: Evidence from Cryptoasset Liquidity Spillovers: Yimeng Qiu; Feihuang Fang
A Neural Network-VAR for Long-Term Forecasting: An Application to Monetary Policy Effects in the Euro Area: Diana Barro; Antonella Basso; Marco Corazza; Guglielmo Alessandro Visentin
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November 21, 2025 at 4:45 PM
A Neural Network-VAR for Long-Term Forecasting: An Application to Monetary Policy Effects in the Euro Area: Diana Barro; Antonella Basso; Marco Corazza; Guglielmo Alessandro Visentin
Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop: A Case of Nonprofit Program Evaluation: Ji Ma; Albert Casella
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November 21, 2025 at 3:45 PM
Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop: A Case of Nonprofit Program Evaluation: Ji Ma; Albert Casella
From Reviews to Actionable Insights: An LLM-Based Approach for Attribute and Feature Extraction: Khaled Boughanmi; Kamel Jedidi; Nour Jedidi
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November 21, 2025 at 2:45 PM
From Reviews to Actionable Insights: An LLM-Based Approach for Attribute and Feature Extraction: Khaled Boughanmi; Kamel Jedidi; Nour Jedidi
Spiking Neural Network for Cross-Market Portfolio Optimization in Financial Markets: A Neuromorphic Computing Approach: Amarendra Mohan; Ameer Tamoor Khan; Shuai Li; Xinwei Cao; Zhibin Li
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November 21, 2025 at 1:45 PM
Spiking Neural Network for Cross-Market Portfolio Optimization in Financial Markets: A Neuromorphic Computing Approach: Amarendra Mohan; Ameer Tamoor Khan; Shuai Li; Xinwei Cao; Zhibin Li
Aligning Language Models with Investor and Market Behavior for Financial Recommendations: Fernando Spadea; Oshani Seneviratne
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November 21, 2025 at 12:45 PM
Aligning Language Models with Investor and Market Behavior for Financial Recommendations: Fernando Spadea; Oshani Seneviratne
Bitcoin Price Forecasting Based on Hybrid Variational Mode Decomposition and Long Short Term Memory Network
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November 21, 2025 at 11:45 AM
Bitcoin Price Forecasting Based on Hybrid Variational Mode Decomposition and Long Short Term Memory Network
Quantum Machine Learning methods for Fourier-based distribution estimation with application in option pricing: Fernando Alonso; \'Alvaro Leitao; Carlos V\'azquez
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November 21, 2025 at 10:45 AM
Quantum Machine Learning methods for Fourier-based distribution estimation with application in option pricing: Fernando Alonso; \'Alvaro Leitao; Carlos V\'azquez
Disentangling Age, Time, and Cohort Effects in Income Inequality: A Proxy Machine Learning Approach: David Bruns-Smith; Emi Nakamura; Jón Steinsson
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November 21, 2025 at 9:45 AM
Disentangling Age, Time, and Cohort Effects in Income Inequality: A Proxy Machine Learning Approach: David Bruns-Smith; Emi Nakamura; Jón Steinsson
Parameter Proliferation in Nowcasting: Issues and Approaches—An Application to Nowcasting China’s Real GDP: Mr. Paul Cashin; Mr. Fei Han; Ivy Sabuga; Jing Xie; Fan Zhang
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November 21, 2025 at 8:45 AM
Parameter Proliferation in Nowcasting: Issues and Approaches—An Application to Nowcasting China’s Real GDP: Mr. Paul Cashin; Mr. Fei Han; Ivy Sabuga; Jing Xie; Fan Zhang
Sentiment and Volatility in Financial Markets: A Review of BERT and GARCH Applications during Geopolitical Crises: Domenica Mino; Cillian Williamson
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November 21, 2025 at 7:45 AM
Sentiment and Volatility in Financial Markets: A Review of BERT and GARCH Applications during Geopolitical Crises: Domenica Mino; Cillian Williamson
Beating the Winner's Curse via Inference-Aware Policy Optimization: Hamsa Bastani; Osbert Bastani; Bryce McLaughlin
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November 21, 2025 at 6:45 AM
Beating the Winner's Curse via Inference-Aware Policy Optimization: Hamsa Bastani; Osbert Bastani; Bryce McLaughlin
At-Risk Transformation for U.S. Recession Prediction: Rahul Billakanti; Minchul Shin
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November 21, 2025 at 5:45 AM
At-Risk Transformation for U.S. Recession Prediction: Rahul Billakanti; Minchul Shin
Convolutional Attention in Betting Exchange Markets: Rui Gon\c{c}alves; Vitor Miguel Ribeiro; Roman Chertovskih; Ant\'onio Pedro Aguiar
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November 21, 2025 at 4:45 AM
Convolutional Attention in Betting Exchange Markets: Rui Gon\c{c}alves; Vitor Miguel Ribeiro; Roman Chertovskih; Ant\'onio Pedro Aguiar
A Topological Approach to Parameterizing Deep Hedging Networks: Alok Das; Kiseop Lee
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November 21, 2025 at 3:45 AM
A Topological Approach to Parameterizing Deep Hedging Networks: Alok Das; Kiseop Lee
Quantum and Classical Machine Learning in Decentralized Finance: Comparative Evidence from Multi-Asset Backtesting of Automated Market Makers: Chi-Sheng Chen; Aidan Hung-Wen Tsai
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November 21, 2025 at 2:45 AM
Quantum and Classical Machine Learning in Decentralized Finance: Comparative Evidence from Multi-Asset Backtesting of Automated Market Makers: Chi-Sheng Chen; Aidan Hung-Wen Tsai
Physics-Informed Graph Neural Networks for Attack Path Prediction: Marin François; Pierre-Emmanuel Arduin; Myriam Merad
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November 21, 2025 at 1:45 AM
Physics-Informed Graph Neural Networks for Attack Path Prediction: Marin François; Pierre-Emmanuel Arduin; Myriam Merad
Fusing Narrative Semantics for Financial Volatility Forecasting: Yaxuan Kong; Yoontae Hwang; Marcus Kaiser; Chris Vryonides; Roel Oomen; Stefan Zohren
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November 21, 2025 at 12:45 AM
Fusing Narrative Semantics for Financial Volatility Forecasting: Yaxuan Kong; Yoontae Hwang; Marcus Kaiser; Chris Vryonides; Roel Oomen; Stefan Zohren
News-Aware Direct Reinforcement Trading for Financial Markets: Qing-Yu Lan; Zhan-He Wang; Jun-Qian Jiang; Yu-Tong Wang; Yun-Song Piao
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November 20, 2025 at 11:45 PM
News-Aware Direct Reinforcement Trading for Financial Markets: Qing-Yu Lan; Zhan-He Wang; Jun-Qian Jiang; Yu-Tong Wang; Yun-Song Piao
Comparing LLMs for Sentiment Analysis in Financial Market News: Lucas Eduardo Pereira Teles; Carlos M. S. Figueiredo
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November 20, 2025 at 10:45 PM
Comparing LLMs for Sentiment Analysis in Financial Market News: Lucas Eduardo Pereira Teles; Carlos M. S. Figueiredo
Combining machine learning techniques with NDEA methodology: the use of R.F. and A.N.N.
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November 20, 2025 at 9:45 PM
Combining machine learning techniques with NDEA methodology: the use of R.F. and A.N.N.
A three-step machine learning approach to predict market bubbles with financial news
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November 20, 2025 at 8:45 PM
A three-step machine learning approach to predict market bubbles with financial news