Quantitative Finance

Papers
(The median citation count of Quantitative Finance is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Optimal long-term Tier 1 employee pension management with an application to Chinese urban areas47
α -threshold networks in credit risk models34
Price dynamics with circuit breakers33
Special Issue on XXIV Workshop on Quantitative Finance30
Stationary increments reverting to a Tempered Fractional Lévy Process (TFLP)28
Multilayer interdependencies in the banking system of Japan: correlation dynamics and determinants28
Optimal trading and competition with information in the price impact model17
Weak approximations and VIX option price expansions in forward variance curve models17
A study on asset price bubble dynamics: explosive trend or quadratic variation?16
How does price (in)efficiency influence cryptocurrency portfolios performance? The role of multifractality16
Trading TP 2 option violations16
A tale of two sentiment scales: disentangling short-run and long-run components in multivariate sentiment dynamics16
A generalized Esscher transform for option valuation with regime switching risk15
Real Time Computing (NATO ASI Series. Series F, Computer and Systems Sciences, Vol. 127)15
Pricing electricity day-ahead cap futures with multifactor skew-t densities15
How does liquidity shape the yield curve?14
Pairs trading under delayed cointegration14
Multivariate systemic risk measures and computation by deep learning algorithms14
What is the value of the cross-sectional approach to deep reinforcement learning?14
The Economics of Banking and Finance in Africa: Developments in Africa's Financial Systems14
Portfolio insurers and constant weight traders: who will survive?13
Estimation risk and the implicit value of index-tracking13
Cryptocurrency factor momentum13
Can volatility solve the naive portfolio puzzle?12
Decomposing LIBOR in transition: evidence from the futures markets12
Bid-ask bounds for option prices: the two-tail distortion model12
Persistence of jump-induced tail risk and limits to arbitrage12
Short-dated smile under rough volatility: asymptotics and numerics12
The Black–Scholes equation in the presence of arbitrage11
Improving the asymmetric stochastic volatility model with ex-post volatility: the identification of the asymmetry11
Spot beta estimation with asynchronous noisy prices11
High-dimensional sparse index tracking based on a multi-step convex optimization approach11
Model-free analysis of real option exercise probability and timing10
Explaining risks: axiomatic risk attributions for financial models10
Valuation and hedging of cryptocurrency inverse options10
Back-testing credit risk parameters on low default portfolios: a simple Bayesian transfer learning approach with an application to sovereign risk‖10
Sparse index clones via the sorted ℓ1-Norm10
Generation of synthetic financial time series by diffusion models10
The impact of CoCo bonds on systemic risk considering liquidity risk10
Kurtosis-based risk parity: methodology and portfolio effects10
On the predictive power of food commodity futures prices in forecasting inflation10
Lifetime consumption and investment with housing, deferred annuities and home equity release9
Optimal operation of a hydropower plant in a stochastic environment9
The geometry of multi-curve interest rate models9
Conditions for bubbles to arise under heterogeneous beliefs9
Local sensitivity analysis of heating degree day and cooling degree day temperature derivative prices9
A deep learning approach to estimating fill probabilities in a limit order book9
Monte-Carlo Methods and Stochastic Processes: From Linear to Non-Linear9
SABR equipped with AI wings9
Efficient option pricing in the rough Heston model using weak simulation schemes8
Earnings mean reversion and dynamic optimal capital structure8
A novel state-transition forest: pricing corporate securities with intertemporal exercise policies and corresponding capital structure changes7
Distributionally robust end-to-end portfolio construction7
On joint marginal expected shortfall and associated contribution risk measures7
A common shock model for multidimensional electricity intraday price modelling with application to battery valuation7
Analysis of VIX-linked fee incentives in variable annuities via continuous-time Markov chain approximation7
Asset prices when large investors interact strategically7
Neural network empowered liquidity pricing in a two-price economy under conic finance settings7
The optimal payoff for a Yaari investor7
Estimating time-varying risk aversion from option prices and realized returns7
When to efficiently rebalance a portfolio7
Cooperation between independent market makers6
Pricing commodity index options6
Rule-based trading on an order-driven exchange: a reassessment6
A semi-parametric conditional autoregressive joint value-at-risk and expected shortfall modeling framework incorporating realized measures6
Optimal attention allocation: picking alpha or betting on beta?6
Computing the SSR6
Unbiasing and robustifying implied volatility calibration in a cryptocurrency market with large bid-ask spreads and missing quotes6
Some analytical results on bivariate stable distributions with an application in operational risk6
Book review6
Bond market completeness under stochastic strings with distribution-valued strategies6
When do systematic strategies decay?6
On general semi-closed-form solutions for VIX derivative pricing6
Equity auction dynamics: latent liquidity models with activity acceleration6
Crypto inverse-power options and fractional stochastic volatility6
Assessing the accuracy of exponentially weighted moving average models for Value-at-Risk and Expected Shortfall of crypto portfolios6
Hydrodynamics of Markets: Hidden Links between Physics and Finance6
An Introduction to Machine Learning in Quantitative Finance6
Detecting bubbles via FDR and FNR based on calibrated p -values6
The non-linear ESG premium6
The role of fleeting orders on option expiration days5
Supervised portfolios5
Rating frailty, Bayesian updates, and portfolio credit risk analysis*5
Drawdown beta and portfolio optimization5
Liquidity Coverage at Risk5
NN de-Americanization: an efficient method to facilitate calibration of American-style options5
Errata: Instantaneous Portfolio theory5
A neuro-structural framework for bankruptcy prediction5
Deep calibration with random grids5
Cumulative market impact of consecutive orders over one and two days: how long does the market remember past trades?5
GDP-linked bonds as a new asset class5
Portfolio and reinsurance optimization under unknown market price of risk5
Regime-switching affine term structures5
Forecasting volatility in Chinese crude oil futures: insights from volatility-of-volatility and Markov regime-switching approaches5
Principled pasting: attaching tails to risk-neutral probability density functions recovered from option prices5
The inelastic market hypothesis: a microstructural interpretation5
A Tour of C++, Third Edition5
A cost-sensitive ensemble deep forest approach for extremely imbalanced credit fraud detection4
Statistical inference for the first-order autoregressive process with the fractional Gaussian noise4
Moments of integrated exponential Lévy processes and applications to Asian options pricing4
Sparse portfolio selection via topological data analysis based clustering4
Cheapest-to-deliver collateral: a common factor approach4
GARCH-UGH: a bias-reduced approach for dynamic extreme Value-at-Risk estimation in financial time series4
Risk-free rate caplets pricing by CTMC approximation4
Are missing values important for earnings forecasts? A machine learning perspective4
Risk factor aggregation and stress testing4
Contemporary Issues in Islamic Law, Economics and Finance: A Multidisciplinary Approach4
Group sparse enhanced indexation model with adaptive beta value4
A generalized heterogeneous autoregressive model using market information4
Merged LSTM-MLP for option valuation4
The EWMA Heston model4
Market consistent bid-ask option pricing under Dempster-Shafer uncertainty4
Option pricing under stochastic volatility models with latent volatility4
An early-warning risk signals framework to capture systematic risk in financial markets4
Narrative triggers of information sensitivity3
Optimal characteristic portfolios3
Special issue of Quantitative Finance in honor of Michael Dempster's 85th birthday3
Path-wise Monte Carlo simulation for Greeks of worst-of-all autocallables under multi-variate Black-Scholes model3
Bayesian nonparametric modelling of stochastic volatility3
Path shadowing Monte Carlo3
In Memoriam Mardi Dungey3
Introduction to the Proceedings of the 15th International Conference on Stochastic Programming 2019 (ICSP 2019): discrete stochastic optimization in finance3
Detecting rough volatility: a filtering approach3
Continuous-Time Asset Pricing Theory3
AI-driven liquidity provision in OTC financial markets3
Neural Hawkes: non-parametric estimation in high dimension and causality analysis in cryptocurrency markets3
Revisiting elastic string models of forward interest rates3
Macroscopic properties of equity markets: stylized facts and portfolio performance3
FX Open Forward3
A unified formula of the optimal portfolio for piecewise hyperbolic absolute risk aversion utilities3
Portfolio Theory and Arbitrage: A Course in Mathematical Finance3
A model of dynamic information production for initial public offerings3
Mean-variance portfolio with wealth and volatility dependent risk aversion3
When order execution meets informed trading3
f-Betas and portfolio optimization with f-divergence induced risk measures3
On the investment strategies in occupational pension plans3
Size and power in tests of return predictability3
Realized skewness of oil price returns and the short-term predictability for exchange rate3
ESG risk exposure: a tale of two tails3
Deep differentiable reinforcement learning and optimal trading3
Variance reduction for risk measures with importance sampling in nested simulation3
Static replication of European standard dispersion options3
Counting jumps: does the counting process count?2
Predicting credit ratings and transition probabilities: a simple cumulative link model with firm-specific frailty2
Semi-Markov-modulated exponential-affine bond prices2
Classification of flash crashes using the Hawkes(p,q)framework2
Mind the cap!—constrained portfolio optimisation in Heston's stochastic volatility model2
On model robustness of the regime switching approach for pegged foreign exchange markets2
Incorporating financial news for forecasting Bitcoin prices based on long short-term memory networks2
Neural network approach to portfolio optimization with leverage constraints: a case study on high inflation investment2
Higher moments in the fundamental specification of electricity forward prices2
Optimal stop-loss rules in markets with long-range dependence2
Efficient pricing and hedging of high-dimensional American options using deep recurrent networks2
A model of financial bubbles and drawdowns with non-local behavioral self-referencing2
Behavioral Finance and Your Portfolio: A Navigation Guide for Building Wealth2
Deep impulse control: application to interest rate intervention2
On detecting spoofing strategies in high-frequency trading2
Do fundamentals shape the price response? A critical assessment of linear impact models2
Regulating stochastic clocks§2
An unsupervised deep learning approach to solving partial integro-differential equations2
Cross-section without factors: a string model for expected returns2
Pricing and calibration in the 4-factor path-dependent volatility model2
Implied roughness in the term structure of oil market volatility2
An adaptive dynamical model of default contagion2
Algorithmic trading of real-time electricity with machine learning2
A simple robust asset pricing model under statistical ambiguity2
Spike and hike modeling for interest rate derivatives: with an application to SOFR caplets2
Model-based approach for scenario design: stress test severity and banks' resiliency2
A methodological approach to the computational problems in the estimation of adjusted PIN model2
Optimal solution of the liquidation problem under execution and price impact risks2
Optimal portfolio choice with ESG considerations and asymmetric information2
Proof of non-convergence of the short-maturity expansion for the SABR model2
Bayesian probability of default models with Langevin dynamics2
The SINC way: a fast and accurate approach to Fourier pricing2
An eigenvalue distribution derived ‘Stability Measure’ for evaluating Minimum Variance portfolios2
Artificial Intelligence in Finance, Volume 12
Optimal reinsurance-investment with loss aversion under rough Heston model1
Pricing Asian options with stochastic convenience yield and jumps1
Is the effectiveness of government bonds as a diversifier of equity risk weakened after the Covid-19 crisis?†1
A social media alert system for meme stocks1
Finite difference scheme versus piecewise binomial lattice for interest rates under the skew CEV model1
Pricing renewable identification numbers under uncertainty1
Deep attentive survival analysis in limit order books: estimating fill probabilities with convolutional-transformers1
Unraveling S&P500 stock volatility and networks – an encoding-and-decoding approach1
A data-driven deep learning approach for options market making1
Time-consistent investment strategy for a DC pension plan with the return of premiums clause and mispricing1
Network analysis of aggregated money flows in stock markets1
Peer effects in professional analysts’ choice of their portfolio of companies1
Intra-day seasonality and abnormal returns in the Brent crude oil futures market1
Effective Markovian projection: application to CMS spread options and mid-curve swaptions1
Risk measures based on weak optimal transport1
Pricing tenure payment reverse mortgages with optimal exercised prepayment options by accounting for house prices, interest rates, and mortality risk1
Dynamic quantile function models1
The value and cost of more stages in stochastic programing: a statistical analysis on a set of portfolio choice problems1
Green technology innovation with environmental constraints1
Options-driven volatility forecasting1
Gram–Charlier methods, regime-switching and stochastic volatility in exponential Lévy models1
Metalearning of time series: an approximate dynamic programming approach1
Beyond GMV: the relevance of covariance matrix estimation for risk-based portfolio construction1
Optimal asset allocation under search frictions and stochastic interest rate1
Simultaneous upper and lower bounds of American-style option prices with hedging via neural networks1
Kelly investing with downside risk control in a regime-switching market1
FuNVol: multi-asset implied volatility market simulator using functional principal components and neural SDEs1
Distributionally robust portfolio optimization with linearized STARR performance measure1
W-shaped implied volatility curves and the Gaussian mixture model1
Harnessing uncertainty: a new approach to real estate investment decision support1
A transform-based method for pricing Asian options under general two-dimensional models1
The volatility risk premium in the oil market1
Optimal reinsurance under a new design: two layers and multiple reinsurers1
Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices1
Risk contributions of lambda quantiles*1
Robustness meets co-jumps: optimal consumption and portfolio choice with derivatives1
Optimal trading with transaction costs and short-term predictability1
Ensemble learning for portfolio valuation and risk management1
Online learning of order flow and market impact with Bayesian change-point detection methods1
A multivariate 4/2 stochastic covariance model: properties and applications to portfolio decisions1
Investigating the price determinants of the European Emission Trading System: a non-parametric approach1
Horizon effect on optimal retirement decision1
Stable dividends under linear-quadratic optimisation1
On prices and returns in commercial prediction markets1
A multi-curve HJM factor model for pricing and risk management1
No arbitrage global parametrization for the eSSVI volatility surface1
Large-scale financial planning via a partially observable stochastic dual dynamic programming framework1
On the optimal forecast with the fractional Brownian motion1
The economics of time as it is embedded in the prices of options§1
A modified CTGAN-plus-features-based method for optimal asset allocation1
Tail risk aversion and backwardation of index futures1
A hybrid convolutional neural network with long short-term memory for statistical arbitrage1
Market Microstructure in Practice1
Deep-learning models for forecasting financial risk premia and their interpretations1
Portfolio optimization with a prescribed terminal wealth distribution1
Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions1
On the implied volatility skew outside the at-the-money point1
An orthogonal expansion approach to joint SPX and VIX calibration in affine stochastic volatility models with jumps1
The Politics of Financial Control: The Role of the House of Commons1
The good, the bad, and latency: exploratory trading on Bybit and Binance1
Virtual Barrels: Quantitative Trading in the Oil Market1
Price impact on term structure1
Lost in the LIBOR transition1
Risk management under weighted limited expected loss1
Dynamic core-satellite investing using higher order moments: an explicit solution1
Assessing network risk with FRM: links with pricing kernel volatility and application to cryptocurrencies1
Risk sharing with deep neural networks1
Robust SME investment and financing under market frictions1
Forecasting the equity premium: can machine learning beat the historical average?1
Stock market simulator using hidden Markov generative model and its application in risk measurement1
Physics-informed convolutional transformer for predicting volatility surface1
Semi-parametric financial risk forecasting incorporating multiple realized measures1
Islamic Philanthropy: Exploring Zakat, Waqf, and Sadaqah in Islamic Finance and Economics Islamic Philanthropy: Exploring Zakat, Waqf, and Sadaqah in Islamic Finance and Economics 1
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