What's the Price of Monotonicity? A Multi-Dataset Benchmark of Monotone-Constrained Gradient Boosting for Credit PD
Fuente:
arXiv
Enregistré dans:
| Auteur principal: | Koklev, Petr |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Temporal-Aligned Meta-Learning for Risk Management: A Stacking Approach for Multi-Source Credit Scoring
par: Didkovskyi, O., et autres
Publié: (2026)
par: Didkovskyi, O., et autres
Publié: (2026)
Multilayer Perceptron Neural Network Models in Asset Pricing: An Empirical Study on Large-Cap US Stocks
par: Lai, Shanyan
Publié: (2025)
par: Lai, Shanyan
Publié: (2025)
Elicitability and identifiability of tail risk measures
par: Fissler, Tobias, et autres
Publié: (2024)
par: Fissler, Tobias, et autres
Publié: (2024)
Climate-Aware Copula Models for Sovereign Rating Migration Risk
par: Palaisti, Marina
Publié: (2026)
par: Palaisti, Marina
Publié: (2026)
From Data Acquisition to Lag Modeling: Quantitative Exploration of A-Share Market with Low-Coupling System Design
par: Fang, Jianyong, et autres
Publié: (2025)
par: Fang, Jianyong, et autres
Publié: (2025)
Comparative Evaluation of VaR Models: Historical Simulation, GARCH-Based Monte Carlo, and Filtered Historical Simulation
par: Tian, Xin
Publié: (2025)
par: Tian, Xin
Publié: (2025)
A Note on Subadditivity of Value at Risks (VaRs): A New Connection to Comonotonicity
par: Imamura, Yuri, et autres
Publié: (2025)
par: Imamura, Yuri, et autres
Publié: (2025)
Robust Bernoulli Mixture Models for Credit Portfolio Risk
par: Ansari, Jonathan, et autres
Publié: (2024)
par: Ansari, Jonathan, et autres
Publié: (2024)
Sharp Large Deviations and Gibbs Conditioning for Threshold Models in Portfolio Credit Risk
par: Deng, Fengnan, et autres
Publié: (2025)
par: Deng, Fengnan, et autres
Publié: (2025)
Capital Asset Pricing Model with Size Factor and Normalizing by Volatility Index
par: Atsiwo, Abraham, et autres
Publié: (2024)
par: Atsiwo, Abraham, et autres
Publié: (2024)
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCH
par: Singh, Aryan, et autres
Publié: (2025)
par: Singh, Aryan, et autres
Publié: (2025)
Valuation Measure of the Stock Market using Stochastic Volatility and Stock Earnings
par: Sarantsev, Andrey, et autres
Publié: (2025)
par: Sarantsev, Andrey, et autres
Publié: (2025)
Switching between states and the COVID-19 turbulence
par: Aarab, Ilias
Publié: (2025)
par: Aarab, Ilias
Publié: (2025)
Coherent estimation of risk measures
par: Aichele, Martin, et autres
Publié: (2025)
par: Aichele, Martin, et autres
Publié: (2025)
Asymptotics of Ruin Probabilities in a Subordinated Cramér-Lundberg Model
par: Klinge, Jonathan, et autres
Publié: (2026)
par: Klinge, Jonathan, et autres
Publié: (2026)
Machine Learning with High-Cardinality Categorical Features in Actuarial Applications
par: Avanzi, Benjamin, et autres
Publié: (2023)
par: Avanzi, Benjamin, et autres
Publié: (2023)
Rethinking Portfolio Risk: Forecasting Volatility Through Cointegrated Asset Dynamics
par: Casto, Gabriele
Publié: (2025)
par: Casto, Gabriele
Publié: (2025)
Efficiency versus Robustness under Tail Misspecification: Importance Sampling and Moment-Based VaR Bracketing
par: Aditri
Publié: (2026)
par: Aditri
Publié: (2026)
Chaotic Bayesian Inference: Strange Attractors as Risk Models for Black Swan Events
par: Rust, Crystal
Publié: (2025)
par: Rust, Crystal
Publié: (2025)
Calibrated rank volatility stabilized models for large equity markets
par: Itkin, David, et autres
Publié: (2024)
par: Itkin, David, et autres
Publié: (2024)
Same Returns, Different Risks: How Cryptocurrency Markets Process Infrastructure vs Regulatory Shocks
par: Farzulla, Murad
Publié: (2026)
par: Farzulla, Murad
Publié: (2026)
Functional Clustering of Discount Functions for Behavioral Investor Profiling
par: Porreca, Annamaria, et autres
Publié: (2024)
par: Porreca, Annamaria, et autres
Publié: (2024)
Uncertain Regulations, Definite Impacts: The Impact of the US Securities and Exchange Commission's Regulatory Interventions on Crypto Assets
par: Saggu, Aman, et autres
Publié: (2024)
par: Saggu, Aman, et autres
Publié: (2024)
Ensemble distributional forecasting for insurance loss reserving
par: Avanzi, Benjamin, et autres
Publié: (2022)
par: Avanzi, Benjamin, et autres
Publié: (2022)
Reinforcement Learning for Micro-Level Claims Reserving
par: Avanzi, Benjamin, et autres
Publié: (2026)
par: Avanzi, Benjamin, et autres
Publié: (2026)
Foundations of a Time-Consistent Counterfactual Actuarial Runtime for Autonomous AI Agents
par: Chen, Hao-Hsuan
Publié: (2026)
par: Chen, Hao-Hsuan
Publié: (2026)
A Regression-Based Share Market Prediction Model for Bangladesh
par: Fabiha, Syeda Tasnim, et autres
Publié: (2025)
par: Fabiha, Syeda Tasnim, et autres
Publié: (2025)
Temporal Coverage Bias in Financial Panel Data: A Coverage-Aware Structuring Framework with Evidence from the Dhaka Stock Exchange
par: Muhammad, Tashreef
Publié: (2026)
par: Muhammad, Tashreef
Publié: (2026)
Probability Weighting Meets Heavy Tails: An Econometric Framework for Behavioral Asset Pricing
par: Deep, Akash, et autres
Publié: (2025)
par: Deep, Akash, et autres
Publié: (2025)
Pricing under the Benchmark Approach
par: Platen, Eckhard
Publié: (2025)
par: Platen, Eckhard
Publié: (2025)
Deep Learning Forecasting of the U.S. Aggregate Bond Index
par: Verma, Ajay Kumar, et autres
Publié: (2026)
par: Verma, Ajay Kumar, et autres
Publié: (2026)
Sharpening Shapley Allocation: from Basel 2.5 to FRTB
par: Scaringi, Marco, et autres
Publié: (2025)
par: Scaringi, Marco, et autres
Publié: (2025)
Forecasting and Backtesting Gradient Allocations of Expected Shortfall
par: Koike, Takaaki, et autres
Publié: (2024)
par: Koike, Takaaki, et autres
Publié: (2024)
The lexical ratio: A new perspective on portfolio diversification
par: Mohseni, Sayyed Faraz, et autres
Publié: (2024)
par: Mohseni, Sayyed Faraz, et autres
Publié: (2024)
Range-Based Volatility Estimators for Monitoring Market Stress: Evidence from Local Food Price Data
par: Andrée, Bo Pieter Johannes
Publié: (2026)
par: Andrée, Bo Pieter Johannes
Publié: (2026)
Distributional Refinement Network: Distributional Forecasting via Deep Learning
par: Avanzi, Benjamin, et autres
Publié: (2024)
par: Avanzi, Benjamin, et autres
Publié: (2024)
Decomposing Discrimination: Causal Mediation Analysis for AI-Driven Credit Decisions
par: Rajamanickam, Duraimurugan
Publié: (2026)
par: Rajamanickam, Duraimurugan
Publié: (2026)
Predicting Market Troughs: A Machine Learning Approach with Causal Interpretation
par: Rao, Peilin, et autres
Publié: (2025)
par: Rao, Peilin, et autres
Publié: (2025)
On the evolution of data breach reporting patterns and frequency in the United States: a cross-state analysis
par: Avanzi, Benjamin, et autres
Publié: (2023)
par: Avanzi, Benjamin, et autres
Publié: (2023)
A new measure of risk using Fourier analysis
par: Grabinski, Michael, et autres
Publié: (2024)
par: Grabinski, Michael, et autres
Publié: (2024)
Documents similaires
-
Temporal-Aligned Meta-Learning for Risk Management: A Stacking Approach for Multi-Source Credit Scoring
par: Didkovskyi, O., et autres
Publié: (2026) -
Multilayer Perceptron Neural Network Models in Asset Pricing: An Empirical Study on Large-Cap US Stocks
par: Lai, Shanyan
Publié: (2025) -
Elicitability and identifiability of tail risk measures
par: Fissler, Tobias, et autres
Publié: (2024) -
Climate-Aware Copula Models for Sovereign Rating Migration Risk
par: Palaisti, Marina
Publié: (2026) -
From Data Acquisition to Lag Modeling: Quantitative Exploration of A-Share Market with Low-Coupling System Design
par: Fang, Jianyong, et autres
Publié: (2025)