Modelling Skewed and Heavy-Tailed Errors in Bayesian Mediation Analysis
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Zongyu, Steel, Mark, Zhang, Zhiyong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Robust Bayesian Model Averaging for Linear Regression Models With Heavy-Tailed Errors
por: De, Shamriddha, et al.
Publicado: (2024)
por: De, Shamriddha, et al.
Publicado: (2024)
Bayesian Model Averaging in Causal Instrumental Variable Models
por: Steiner, Gregor, et al.
Publicado: (2025)
por: Steiner, Gregor, et al.
Publicado: (2025)
Flexible Modeling of Multivariate Skewed and Heavy-Tailed Data via a Non-Central Skew t Distribution: Application to Tumor Shape Data
por: Hasan, Abeer M., et al.
Publicado: (2025)
por: Hasan, Abeer M., et al.
Publicado: (2025)
Model Uncertainty in Latent Gaussian Models with Univariate Link Function
por: Steel, Mark F. J., et al.
Publicado: (2024)
por: Steel, Mark F. J., et al.
Publicado: (2024)
Scalable Variable Selection and Model Averaging for Latent Regression Models Using Approximate Variational Bayes
por: Zens, Gregor, et al.
Publicado: (2025)
por: Zens, Gregor, et al.
Publicado: (2025)
Robust Gradient Descent Estimation for Tensor Models under Heavy-Tailed Distributions
por: Zhang, Xiaoyu, et al.
Publicado: (2024)
por: Zhang, Xiaoyu, et al.
Publicado: (2024)
Posterior Mode Guided Dimension Reduction for Bayesian Model Averaging in Heavy-Tailed Linear Regression
por: De, Shamriddha, et al.
Publicado: (2026)
por: De, Shamriddha, et al.
Publicado: (2026)
Heavy Tails and Predictive Ability Testing
por: Frederiksen, Jonas F., et al.
Publicado: (2026)
por: Frederiksen, Jonas F., et al.
Publicado: (2026)
Social Network Mediation Analysis: a Latent Space Approach
por: Liu, Haiyan, et al.
Publicado: (2018)
por: Liu, Haiyan, et al.
Publicado: (2018)
Adaptive Accelerated Failure Time modeling with a Semiparametric Skewed Error Distribution
por: Oh, Sangkon, et al.
Publicado: (2024)
por: Oh, Sangkon, et al.
Publicado: (2024)
Minimax Optimal Robust Sparse Regression with Heavy-Tailed Designs: A Gradient-Based Approach
por: Zhou, Kaiyuan, et al.
Publicado: (2026)
por: Zhou, Kaiyuan, et al.
Publicado: (2026)
The Spurious Factor Dilemma: Robust Inference in Heavy-Tailed Elliptical Factor Models
por: Hu, Jiang, et al.
Publicado: (2025)
por: Hu, Jiang, et al.
Publicado: (2025)
Bayesian Discrepancy Measure: Higher-order and Skewed approximations
por: Bortolato, Elena, et al.
Publicado: (2025)
por: Bortolato, Elena, et al.
Publicado: (2025)
Factor and Idiosyncratic VAR Volatility Matrix Models for Heavy-Tailed High-Frequency Financial Observations
por: Shin, Minseok, et al.
Publicado: (2021)
por: Shin, Minseok, et al.
Publicado: (2021)
A Robust Monotonic Single-Index Model for Skewed and Heavy-Tailed Data: A Deep Neural Network Approach Applied to Periodontal Studies
por: Liu, Qingyang, et al.
Publicado: (2025)
por: Liu, Qingyang, et al.
Publicado: (2025)
Your copula is a classifier in disguise: classification-based copula density estimation
por: Huk, David, et al.
Publicado: (2024)
por: Huk, David, et al.
Publicado: (2024)
Bayesian Structured Mediation Analysis With Unobserved Confounders
por: Xu, Yuliang, et al.
Publicado: (2024)
por: Xu, Yuliang, et al.
Publicado: (2024)
High-Dimensional Mediation Analysis for Generalized Linear Models Using Bayesian Variable Selection Guided by Mediator Correlation
por: Bae, Youngho, et al.
Publicado: (2026)
por: Bae, Youngho, et al.
Publicado: (2026)
Bayesian Analysis of High Dimensional Vector Error Correction Model
por: Yang, Parley R, et al.
Publicado: (2023)
por: Yang, Parley R, et al.
Publicado: (2023)
Bayesian Image Mediation Analysis
por: Xu, Yuliang, et al.
Publicado: (2023)
por: Xu, Yuliang, et al.
Publicado: (2023)
Aggregating Dependent Signals with Heavy-Tailed Combination Tests
por: Gui, Lin, et al.
Publicado: (2023)
por: Gui, Lin, et al.
Publicado: (2023)
Causal Modelling of Heavy-Tailed Variables and Confounders with Application to River Flow
por: Pasche, Olivier C., et al.
Publicado: (2021)
por: Pasche, Olivier C., et al.
Publicado: (2021)
Robust Semiparametric Graphical Models with Skew-Elliptical Distributions
por: Di Luzio, Gabriele, et al.
Publicado: (2025)
por: Di Luzio, Gabriele, et al.
Publicado: (2025)
Max-Linear Tail Regression
por: Chen, Liujun, et al.
Publicado: (2025)
por: Chen, Liujun, et al.
Publicado: (2025)
An Extension of the Unified Skew-Normal Family of Distributions and Application to Bayesian Binary Regression
por: Onorati, Paolo, et al.
Publicado: (2022)
por: Onorati, Paolo, et al.
Publicado: (2022)
Joint Bayesian Inference of Parameter and Discretization Error Uncertainties in ODE Models
por: Toyota, Shoji, et al.
Publicado: (2025)
por: Toyota, Shoji, et al.
Publicado: (2025)
Semiparametric Causal Mediation Analysis for Linear Models with Non-Gaussian Errors: Applications to Drug Treatment and Social Program Evaluation
por: Kim, Mijeong
Publicado: (2026)
por: Kim, Mijeong
Publicado: (2026)
Skewed Pivot-Blend Modeling with Applications to Semicontinuous Outcomes
por: She, Yiyuan, et al.
Publicado: (2024)
por: She, Yiyuan, et al.
Publicado: (2024)
Possibilistic Instrumental Variable Regression
por: Steiner, Gregor, et al.
Publicado: (2025)
por: Steiner, Gregor, et al.
Publicado: (2025)
Robust Inference for High-dimensional Linear Models with Heavy-tailed Errors via Partial Gini Covariance
por: Zhang, Yilin, et al.
Publicado: (2024)
por: Zhang, Yilin, et al.
Publicado: (2024)
Early and Late Buzzards: Comparing Different Approaches for Quantile-based Multiple Testing in Heavy-Tailed Wildlife Research Data
por: Baumeister, Marléne, et al.
Publicado: (2024)
por: Baumeister, Marléne, et al.
Publicado: (2024)
Tail-adaptive Bayesian shrinkage
por: Lee, Se Yoon, et al.
Publicado: (2020)
por: Lee, Se Yoon, et al.
Publicado: (2020)
A Unified Bayesian Framework for Modeling Measurement Error in Multinomial Data
por: Koslovsky, Matthew D., et al.
Publicado: (2023)
por: Koslovsky, Matthew D., et al.
Publicado: (2023)
Individualized Dynamic Mediation Analysis Using Latent Factor Models
por: Zhang, Yijiao, et al.
Publicado: (2024)
por: Zhang, Yijiao, et al.
Publicado: (2024)
Causal Mediation Analysis for Zero-inflated Mixture Mediators
por: Jiang, Meilin, et al.
Publicado: (2025)
por: Jiang, Meilin, et al.
Publicado: (2025)
Type I Error Rates are Not Usually Inflated
por: Rubin, Mark
Publicado: (2023)
por: Rubin, Mark
Publicado: (2023)
Borrowing strength between unaligned binary time-series via Bayesian nonparametric rescaling of Unified Skewed Normal priors
por: Cantoni, Beatrice, et al.
Publicado: (2025)
por: Cantoni, Beatrice, et al.
Publicado: (2025)
Goal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian Optimization
por: Pion, Aurélien, et al.
Publicado: (2026)
por: Pion, Aurélien, et al.
Publicado: (2026)
On Misspecified Error Distributions in Bayesian Functional Clustering: Consequences and Remedies
por: Iwashige, Fumiya, et al.
Publicado: (2025)
por: Iwashige, Fumiya, et al.
Publicado: (2025)
Factorized Tail Volatility Model: Augmenting Excess-over-Threshold Method for High-Dimensional Hevay-Tailed Data
por: Hu, Yifan, et al.
Publicado: (2025)
por: Hu, Yifan, et al.
Publicado: (2025)
Ejemplares similares
-
Robust Bayesian Model Averaging for Linear Regression Models With Heavy-Tailed Errors
por: De, Shamriddha, et al.
Publicado: (2024) -
Bayesian Model Averaging in Causal Instrumental Variable Models
por: Steiner, Gregor, et al.
Publicado: (2025) -
Flexible Modeling of Multivariate Skewed and Heavy-Tailed Data via a Non-Central Skew t Distribution: Application to Tumor Shape Data
por: Hasan, Abeer M., et al.
Publicado: (2025) -
Model Uncertainty in Latent Gaussian Models with Univariate Link Function
por: Steel, Mark F. J., et al.
Publicado: (2024) -
Scalable Variable Selection and Model Averaging for Latent Regression Models Using Approximate Variational Bayes
por: Zens, Gregor, et al.
Publicado: (2025)