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Quant finance research papers
9383 research papers selected for learning quantitative finance. Highlighted picks come first. Showing 1301–1350; page 27 of 188.
Behavioral heterogeneity in return expectations across equity style portfolios
Philip A. Stork, Milan Vidojevic, Remco C. J. Zwinkels · 2020 · advanced · statistics
asset pricing · behavioral finance
Behavioral Machine Learning? Regularization and Forecast Bias
Murray Z. Frank, Jing Gao, Keer Yang · 2023 · advanced · time series
financial machine learning · machine learning
Behavioral Participating Insurance: Optimal Investment under Probability Distortion and Aspiration Constraints
Hao Liu, Yang Liu, Zhenyu Shen · 2026 · advanced · risk management
behavioral finance · insurance · optimization · probability
Behavioral Probability Weighting and Portfolio Optimization under Semi-Heavy Tails
Ayush Jha, Abootaleb Shirvani, Ali M. Jaffri · 2025 · advanced · portfolio management
behavioral finance · portfolio optimization · probability · statistics
Behavioural effects on XVA
Chris Kenyon, Hayato Iida · 2018 · advanced · risk management
credit risk · derivatives
Behavioural Finance at Home: Testing Deviations of House Prices from their Fundamental Values
Lake, A. · 2020 · intermediate · statistics
behavioral finance · housing markets · hypothesis testing
Behind the Benchmark: Dissecting Active Bond Fund Performance
Vikas Jain, 甘应进 · 2026 · intermediate · fixed income
exchange traded funds · fixed income · mutual funds
Belief at Risk: Quantifying Agentic AI Model Risk with LLM-Inferred Bayesian State Filters
Matthew Francis Dixon · 2026 · advanced · risk management
bayesian statistics · large language models · model risk · risk management · tail risk
Beliefs About the Stock Market and Investment Choices: Evidence from a Field Experiment
Christine Laudenbach, Annika Weber, Johannes Wohlfart · 2021 · intermediate · portfolio management
behavioral finance · equity markets
Bellwether Trades: Characteristics of Trades influential in Predicting Future Price Movements in Markets
Tejas Ramdas, Martin T. Wells · 2024 · advanced · quantitative trading
deep learning · financial machine learning · machine learning · market microstructure · neural networks
Benchmark Beating with the Increasing Convex Order
Jianming Xia · 2023 · advanced · portfolio management
optimization · portfolio optimization
Benchmark-Neutral Risk-Minimization for insurance products and nonreplicable claims
Michael Schmutz, Eckhard Platen, Thorsten Schmidt · 2025 · advanced · risk management
martingales · risk management
Benchmarking Classical and Quantum Models for DeFi Yield Prediction on Curve Finance
Chi-Sheng Chen, Aidan Hung-Wen Tsai · 2025 · intermediate · machine learning
decentralized finance · deep learning · machine learning · neural networks · time series
Benchmarking Deep Time Series Models for Equity Portfolios
Aoxin Zhang, Yuhan Cheng, Kwanting Leung · 2026 · advanced · portfolio management
deep learning · machine learning · optimization · portfolio management · portfolio optimization · time series
Benchmarking Large Language Model Volatility
Boyang Yu · 2023 · intermediate · machine learning
large language models · natural language processing
Benchmarking M6 Competitors: An Analysis of Financial Metrics and Discussion of Incentives
Matthew J. Schneider, Rufus Rankin, Prabir Burman · 2024 · intermediate · portfolio management
portfolio management
Benchmarking Quantum Algorithmic Resilience for CVaR Portfolio Optimization: The Expressibility-Coherence Trade-off
Prashik N. Somkuwar, K. Srinivasan, G. Raghavan · 2026 · advanced · portfolio management
optimization · portfolio optimization · tail risk
Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management
Marc Velay, Bich-Liên Doan, Arpad Rimmel · 2023 · advanced · machine learning
backtesting · deep learning · machine learning · portfolio management · reinforcement learning
Benchmarks as Limits to Arbitrage: Understanding the Low Volatility Anomaly
Jeffrey A. Wurgler, Brendan Bradley, Malcolm P. Baker · 2010 · intermediate · portfolio management
asset pricing
Benford's laws tests on S&P500 daily closing values and the corresponding daily log-returns both point to huge non-conformity
Marcel Ausloos, Valerio Ficcadenti, Gurjeet Dhesi · 2021 · intermediate · statistics
statistics
Berms without Calibration
K. E. Feldman · 2025 · advanced · fixed income
derivatives · fixed income · interest rates · option pricing
Bermudan option pricing by quantum amplitude estimation and Chebyshev interpolation
Koichi Miyamoto · 2021 · advanced · options
algorithms · derivatives · numerical methods · option pricing
Bernstein Approximations to the Copula Function and Portfolio Optimization
A. Sancetta, Satchell, S.E. · 2001 · advanced · portfolio management
copulas · portfolio optimization · statistics
BERT vs GPT for financial engineering
Edward Sharkey, Philip Treleaven · 2024 · intermediate · machine learning
commodities · deep learning · financial machine learning · large language models · machine learning · natural language processing
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
Enmin Zhu, Jerome Yen · 2024 · intermediate · machine learning
deep learning · machine learning · natural language processing
Bertrand oligopoly in insurance markets with Value at Risk Constraints
Kolos Csaba Ágoston, Veronika Varga · 2024 · advanced · risk management
insurance
Best- and worst-case Scenarios for GlueVaR distortion risk measure with Incomplete information
Mengshuo Zhao, Chuancun Yin · 2024 · advanced · risk management
optimization
Beta-Dependent Gamma Feedback and Endogenous Volatility Amplification in Option Markets
Haoying Dai · 2025 · advanced · options
option greeks · options hedging
Better market Maker Algorithm to Save Impermanent Loss with High Liquidity Retention
CY Yan, Steve Keol, Xo Co · 2025 · intermediate · quantitative trading
decentralized finance · liquidity · market making
Betting Against (Bad) Beta
Miguel C. Herculano · 2024 · advanced · portfolio management
asset pricing · capm · factor investing
Betting Against Beta
Andrea Frazzini · 2014 · intermediate · portfolio management
asset pricing · capm · equity markets · factor investing
Betting against Quant: Examining the Factor Exposures of Thematic Indexes
David C. Blitz · 2021 · intermediate · portfolio management
asset pricing · factor investing
Betting and financial markets are cointegrated on election night
Auld, T. · 2022 · advanced · quantitative trading
market efficiency · time series
Betting Around the Clock: Time Change and Long Term Model Risk
Umberto Cherubini · 2026 · advanced · stochastic calculus
mathematical finance · stochastic processes
Beyond Black-Scholes: A Computational Framework for Option Pricing Using Heston, GARCH, and Jump Diffusion Models
Karmanpartap Singh Sidhu, Pranshi Saxena · 2026 · intermediate · options
garch · jump processes · monte carlo simulation · option pricing · volatility forecasting
Beyond capacity: contractual form in electricity reliability obligations
Han Shu, Jacob Mays · 2022 · advanced · risk management
financial economics · risk management · stochastic processes
Beyond carbon pricing: the role of banking and monetary policy in financing the transition to a low-carbon economy
Campiglio, Emanuele · 2015 · intermediate · risk management
banking · credit markets · economic policy · financial economics
Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology
Yuhan Fang · 2026 · advanced · machine learning
equity valuation · large language models
Beyond Co-Movement: Locality by Exposures Enables a Joint Factor-Graph Framework for Portfolio Diversification
Sara Chehab, Giorgos Iacovides, Parisa Yazdanparast · 2026 · advanced · portfolio management
factor investing · machine learning · optimization · portfolio management · portfolio optimization
Beyond De Prado and Cotton: Hierarchical and Iterative Methods for General Mean-Variance Portfolios
Bernd Johannes Wuebben · 2026 · advanced · portfolio management
optimization · portfolio management · portfolio optimization
Beyond Direct Indexing: Dynamic Direct Long-Short Investing
Joseph Liberman, Stanley Krasner, Nathan Sosner · 2023 · intermediate · portfolio management
factor investing
Beyond ESG Scores: Learning Dynamic Constraints for Sequential Portfolio Optimization
Xin Li, Yan Ke, Longbing Cao · 2026 · advanced · portfolio management
esg · machine learning · optimization · portfolio optimization · sustainable investing
Beyond GMV: the relevance of covariance matrix estimation for risk-based portfolio construction
M. Sipke Dom, Clint Howard, Maarten Jansen · 2025 · advanced · portfolio management
optimization · portfolio optimization
Beyond Lognormal Sums: A Four-Moment Probability Framework for Basket and Spread Option Pricing
Dongdong Hu, Hasanjan Sayit, Steve Tchoneteck · 2026 · advanced · options
derivatives · option pricing · probability · statistics
Beyond Monte Carlo: Harnessing Diffusion Models to Simulate Financial Market Dynamics
Andrew Lesniewski, Giulio Trigila · 2024 · advanced · machine learning
deep learning · machine learning · numerical methods · stochastic differential equations · stochastic processes
Beyond Picking Winners: Correlation-Driven Tail Risk in Venture Capital Portfolio Construction
Yunqi Liang, Hasan Ugur Koyluoglu, Fuat Alican · 2026 · advanced · portfolio management
copulas · statistics · tail risk
Beyond Polarity: Multi-Dimensional LLM Sentiment Signals for WTI Crude Oil Futures Return Prediction
Dehao Dai, Ding Ma, Dou Liu · 2026 · advanced · machine learning
financial machine learning · large language models · machine learning · natural language processing
Beyond Prompting: An Autonomous Framework for Systematic Factor Investing via Agentic AI
Allen Yikuan Huang, Zheqi Fan · 2026 · advanced · portfolio management
factor investing · large language models
Beyond Rough Volatility: Decoupling Memory and Scaling via a Generalized Langevin Equation
Andrey Itkin · 2026 · advanced · stochastic calculus
rough volatility · stochastic differential equations · stochastic processes
Beyond Sequential Prediction: Learning Financial Market Dynamics in Volatile and Non-Stationary Environments through Sentiment-Conditioned Generative Modelling
Alexis Lazanas, Spyridon Karpouzis · 2026 · advanced · machine learning
deep learning · financial machine learning · machine learning · natural language processing · neural networks · time series