Factorized Tail Volatility Model: Augmenting Excess-over-Threshold Method for High-Dimensional Hevay-Tailed Data
Fuente:
arXiv
Saved in:
| Main Authors: | Hu, Yifan, Hou, Yanxi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bootstrap-based Inference for Bivariate Heteroscedastic Extremes with a Changing Tail Copula
by: Hu, Yifan, et al.
Published: (2024)
by: Hu, Yifan, et al.
Published: (2024)
Tail Risk Equivalent Level Transition and Its Application for Estimating Extreme $L_p$-quantiles
by: Zhong, Qingzhao, et al.
Published: (2024)
by: Zhong, Qingzhao, et al.
Published: (2024)
Factor and Idiosyncratic VAR Volatility Matrix Models for Heavy-Tailed High-Frequency Financial Observations
by: Shin, Minseok, et al.
Published: (2021)
by: Shin, Minseok, et al.
Published: (2021)
Clustering Tails in High Dimension
by: Chen, Liujun, et al.
Published: (2025)
by: Chen, Liujun, et al.
Published: (2025)
The Spurious Factor Dilemma: Robust Inference in Heavy-Tailed Elliptical Factor Models
by: Hu, Jiang, et al.
Published: (2025)
by: Hu, Jiang, et al.
Published: (2025)
Max-Linear Tail Regression
by: Chen, Liujun, et al.
Published: (2025)
by: Chen, Liujun, et al.
Published: (2025)
Tail calibration of probabilistic forecasts
by: Allen, Sam, et al.
Published: (2024)
by: Allen, Sam, et al.
Published: (2024)
Nonparametric Inference for Extreme CoVaR and CoES
by: Zhong, Qingzhao, et al.
Published: (2025)
by: Zhong, Qingzhao, et al.
Published: (2025)
High-Dimensional Covariate-Augmented Overdispersed Poisson Factor Model
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Semi-Confirmatory Factor Analysis for High-Dimensional Data with Interconnected Community Structures
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
Multivariate Confluent Hypergeometric Covariance Functions with Simultaneous Flexibility over Smoothness and Tail Decay
by: Yarger, Drew, et al.
Published: (2023)
by: Yarger, Drew, et al.
Published: (2023)
Modelling Skewed and Heavy-Tailed Errors in Bayesian Mediation Analysis
by: Li, Zongyu, et al.
Published: (2025)
by: Li, Zongyu, et al.
Published: (2025)
Change Point Detection for High-dimensional Linear Models: A General Tail-adaptive Approach
by: Liu, Bin, et al.
Published: (2022)
by: Liu, Bin, et al.
Published: (2022)
Heavy Tails and Predictive Ability Testing
by: Frederiksen, Jonas F., et al.
Published: (2026)
by: Frederiksen, Jonas F., et al.
Published: (2026)
High-Dimensional Covariate-Augmented Overdispersed Multi-Study Poisson Factor Model
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Collaborative Inference for Sparse High-Dimensional Models with Non-Shared Data
by: Gu, Yifan, et al.
Published: (2025)
by: Gu, Yifan, et al.
Published: (2025)
The Causal-Noncausal Tail Processes
by: Gouriéroux, Christian, et al.
Published: (2025)
by: Gouriéroux, Christian, et al.
Published: (2025)
Data-Driven Sequential Sampling for Tail Risk Mitigation
by: Ahn, Dohyun, et al.
Published: (2025)
by: Ahn, Dohyun, et al.
Published: (2025)
A Latent Factor Model for High-Dimensional Binary Data
by: Shi, Jiaxin, et al.
Published: (2024)
by: Shi, Jiaxin, et al.
Published: (2024)
Causal Discovery in Multivariate Extremes via Tail Asymmetry
by: Li, Mengran, et al.
Published: (2026)
by: Li, Mengran, et al.
Published: (2026)
Tail-Calibrated Estimation of Extreme Quantile Treatment Effects
by: Li, Mengran, et al.
Published: (2026)
by: Li, Mengran, et al.
Published: (2026)
High-Dimensional Multi-Study Multi-Modality Covariate-Augmented Generalized Factor Model
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
Repro Samples Method for Model-Free Inference in High-Dimensional Binary Classification
by: Hou, Xiaotian, et al.
Published: (2025)
by: Hou, Xiaotian, et al.
Published: (2025)
Robust Gradient Descent Estimation for Tensor Models under Heavy-Tailed Distributions
by: Zhang, Xiaoyu, et al.
Published: (2024)
by: Zhang, Xiaoyu, et al.
Published: (2024)
Robust Bayesian Model Averaging for Linear Regression Models With Heavy-Tailed Errors
by: De, Shamriddha, et al.
Published: (2024)
by: De, Shamriddha, et al.
Published: (2024)
Scoring Rules with Normalized Upper Order Statistics for Tail Inference
by: Bladt, Martin, et al.
Published: (2026)
by: Bladt, Martin, et al.
Published: (2026)
Tail postcoloring in long-run variance estimation of time series
by: Liu, Xu, et al.
Published: (2026)
by: Liu, Xu, et al.
Published: (2026)
Missingness-Adaptive Factor Identification in High-Dimensional Data
by: Zeng, Ping, et al.
Published: (2026)
by: Zeng, Ping, et al.
Published: (2026)
Flexible Modeling of Multivariate Skewed and Heavy-Tailed Data via a Non-Central Skew t Distribution: Application to Tumor Shape Data
by: Hasan, Abeer M., et al.
Published: (2025)
by: Hasan, Abeer M., et al.
Published: (2025)
Tail allocation for conformal prediction intervals
by: Wang, Tianying
Published: (2026)
by: Wang, Tianying
Published: (2026)
Tail Risk Analysis for Financial Time Series
by: Kiriliouk, Anna, et al.
Published: (2024)
by: Kiriliouk, Anna, et al.
Published: (2024)
Factor Analysis of Multivariate Stochastic Volatility Model
by: Lee, Taehee, et al.
Published: (2026)
by: Lee, Taehee, et al.
Published: (2026)
Estimating Factor-Based Spot Volatility Matrices with Noisy and Asynchronous High-Frequency Data
by: Li, Degui, et al.
Published: (2024)
by: Li, Degui, et al.
Published: (2024)
Tail-adaptive Bayesian shrinkage
by: Lee, Se Yoon, et al.
Published: (2020)
by: Lee, Se Yoon, et al.
Published: (2020)
EVIboost for the Estimation of Extreme Value Index under Heterogeneous Extremes
by: Wang, Jiaxi, et al.
Published: (2022)
by: Wang, Jiaxi, et al.
Published: (2022)
Tail-robust factor modelling of vector and tensor time series in high dimensions
by: Barigozzi, Matteo, et al.
Published: (2024)
by: Barigozzi, Matteo, et al.
Published: (2024)
Early and Late Buzzards: Comparing Different Approaches for Quantile-based Multiple Testing in Heavy-Tailed Wildlife Research Data
by: Baumeister, Marléne, et al.
Published: (2024)
by: Baumeister, Marléne, et al.
Published: (2024)
Posterior Mode Guided Dimension Reduction for Bayesian Model Averaging in Heavy-Tailed Linear Regression
by: De, Shamriddha, et al.
Published: (2026)
by: De, Shamriddha, et al.
Published: (2026)
High-Dimensional Overdispersed Generalized Factor Model with Application to Single-Cell Sequencing Data Analysis
by: Nie, Jinyu, et al.
Published: (2024)
by: Nie, Jinyu, et al.
Published: (2024)
Aggregating Dependent Signals with Heavy-Tailed Combination Tests
by: Gui, Lin, et al.
Published: (2023)
by: Gui, Lin, et al.
Published: (2023)
Similar Items
-
Bootstrap-based Inference for Bivariate Heteroscedastic Extremes with a Changing Tail Copula
by: Hu, Yifan, et al.
Published: (2024) -
Tail Risk Equivalent Level Transition and Its Application for Estimating Extreme $L_p$-quantiles
by: Zhong, Qingzhao, et al.
Published: (2024) -
Factor and Idiosyncratic VAR Volatility Matrix Models for Heavy-Tailed High-Frequency Financial Observations
by: Shin, Minseok, et al.
Published: (2021) -
Clustering Tails in High Dimension
by: Chen, Liujun, et al.
Published: (2025) -
The Spurious Factor Dilemma: Robust Inference in Heavy-Tailed Elliptical Factor Models
by: Hu, Jiang, et al.
Published: (2025)