Spatially Varying Gene Regulatory Networks via Bayesian Nonparametric Covariate-Dependent Directed Cyclic Graphical Models
Fuente:
arXiv
Saved in:
| Main Authors: | Dawn, Trisha, Ni, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multivariable Bidirectional Mendelian Randomization via Bayesian Directed Cyclic Graphical Models with Correlated Errors
by: Sarkar, Bitan, et al.
Published: (2025)
by: Sarkar, Bitan, et al.
Published: (2025)
Covariate-assisted graph matching
by: Dawn, Trisha, et al.
Published: (2025)
by: Dawn, Trisha, et al.
Published: (2025)
Learning Heterogeneous Ordinal Graphical Models via Bayesian Nonparametric Clustering
by: Wen, Wang, et al.
Published: (2025)
by: Wen, Wang, et al.
Published: (2025)
High-Dimensional Covariate-Dependent Gaussian Graphical Models
by: Wang, Jiacheng, et al.
Published: (2025)
by: Wang, Jiacheng, et al.
Published: (2025)
Nonstationary Spatial Process Models with Spatially Varying Covariance Kernels
by: Coube-Sisqueille, Sébastien, et al.
Published: (2022)
by: Coube-Sisqueille, Sébastien, et al.
Published: (2022)
Bayesian Nonparametric Modeling for Multivariate Conditional Copula Regression with Varying Coefficients
by: Jeong, Yujin, et al.
Published: (2026)
by: Jeong, Yujin, et al.
Published: (2026)
Nonparametric Monitoring of Spatial Dependence
by: Adämmer, Philipp, et al.
Published: (2024)
by: Adämmer, Philipp, et al.
Published: (2024)
Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet
by: Hu, Bingqing, et al.
Published: (2025)
by: Hu, Bingqing, et al.
Published: (2025)
High-Dimensional Covariate-Dependent Discrete Graphical Models and Dynamic Ising Models
by: Roach, Lyndsay, et al.
Published: (2025)
by: Roach, Lyndsay, et al.
Published: (2025)
Monitoring Covariance in Multichannel Profiles via Functional Graphical Models
by: Capezza, Christian, et al.
Published: (2026)
by: Capezza, Christian, et al.
Published: (2026)
Nonparametric Regression and Error Covariance Function Estimation -- Beyond Short-Range Dependence
by: Liu, Sisheng, et al.
Published: (2025)
by: Liu, Sisheng, et al.
Published: (2025)
Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees
by: Lin, Jiahe, et al.
Published: (2025)
by: Lin, Jiahe, et al.
Published: (2025)
Mixture of Directed Graphical Models for Discrete Spatial Random Fields
by: Carter, J. Brandon, et al.
Published: (2024)
by: Carter, J. Brandon, et al.
Published: (2024)
Bayesian Nonparametrics for Gene-Gene and Gene-Environment Interactions in Case-Control Studies: A Synthesis and Extension
by: Bhattacharya, Durba, et al.
Published: (2026)
by: Bhattacharya, Durba, et al.
Published: (2026)
Causal Discovery on Dependent Mixed Data with Applications to Gene Regulatory Network Inference
by: Chen, Alex, et al.
Published: (2026)
by: Chen, Alex, et al.
Published: (2026)
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs
by: Lee, Clement, et al.
Published: (2023)
by: Lee, Clement, et al.
Published: (2023)
Bayesian Covariate-Dependent Circadian Modeling of Rest-Activity Rhythms
by: Hadj-Amar, Beniamino, et al.
Published: (2025)
by: Hadj-Amar, Beniamino, et al.
Published: (2025)
Graph Topic Modeling for Documents with Spatial or Covariate Dependencies
by: Jung, Yeo Jin, et al.
Published: (2024)
by: Jung, Yeo Jin, et al.
Published: (2024)
Bayesian Varying-Effects Vector Autoregressive Models for Inference of Brain Connectivity Networks and Covariate Effects in Pediatric Traumatic Brain Injury
by: Ren, Yangfan, et al.
Published: (2024)
by: Ren, Yangfan, et al.
Published: (2024)
Bayesian Nonparametric Sensitivity Analysis of Multiple Test Procedures Under Dependence
by: Karabatsos, George
Published: (2024)
by: Karabatsos, George
Published: (2024)
Bayesian Inference of Spatially Varying Correlations via the Thresholded Correlation Gaussian Process
by: Li, Moyan, et al.
Published: (2024)
by: Li, Moyan, et al.
Published: (2024)
Bayesian Covariate-Varying Interaction Analysis for Multivariate Count Data: Application to Microbiome Studies
by: Zhang, Shuangjie, et al.
Published: (2026)
by: Zhang, Shuangjie, et al.
Published: (2026)
Nonparametric Testing of Spatial Dependence in 2D and 3D Random Fields
by: Weiß, Christian H., et al.
Published: (2025)
by: Weiß, Christian H., et al.
Published: (2025)
JASPER: Joint Bayesian Analysis of Spatial Expression via Regression
by: Dey, Pritam, et al.
Published: (2026)
by: Dey, Pritam, et al.
Published: (2026)
Resampling NANCOVA: Nonparametric Analysis of Covariance in Small Samples
by: Thiel, Konstantin Emil, et al.
Published: (2024)
by: Thiel, Konstantin Emil, et al.
Published: (2024)
Direct Bayesian Regression for Distribution-valued Covariates
by: Tang, Bohao, et al.
Published: (2023)
by: Tang, Bohao, et al.
Published: (2023)
Bayesian Nonparametrics: Principles and Practice
by: Hjort, Nils Lid, et al.
Published: (2026)
by: Hjort, Nils Lid, et al.
Published: (2026)
Topics in Nonparametric Bayesian Statistics
by: Hjort, Nils Lid
Published: (2026)
by: Hjort, Nils Lid
Published: (2026)
Bayesian Inference for Single-factor Graphical Models
by: Marcano, David, et al.
Published: (2025)
by: Marcano, David, et al.
Published: (2025)
Bayesian Nonparametric Marked Hawkes Processes for Earthquake Modeling
by: Kim, Hyotae, et al.
Published: (2025)
by: Kim, Hyotae, et al.
Published: (2025)
A Time-Varying and Covariate-Dependent Correlation Model for Multivariate Longitudinal Studies
by: Liu, Qingzhi, et al.
Published: (2026)
by: Liu, Qingzhi, et al.
Published: (2026)
Predictor-Informed Bayesian Nonparametric Clustering
by: Parh, Md Yasin Ali, et al.
Published: (2025)
by: Parh, Md Yasin Ali, et al.
Published: (2025)
Calibrated Bayesian Nonparametric Tolerance Intervals
by: Pourmohamad, Tony, et al.
Published: (2026)
by: Pourmohamad, Tony, et al.
Published: (2026)
Nonparametric Estimation of Path-specific Effects in Presence of Nonignorable Missing Covariates
by: Shan, Jiawei, et al.
Published: (2024)
by: Shan, Jiawei, et al.
Published: (2024)
Bayesian Functional Graphical Models with Change-Point Detection
by: Liu, Chunshan, et al.
Published: (2024)
by: Liu, Chunshan, et al.
Published: (2024)
Bayesian Covariate-Dependent Graph Learning with a Dual Group Spike-and-Slab Prior
by: Zeng, Zijian, et al.
Published: (2024)
by: Zeng, Zijian, et al.
Published: (2024)
A Spatial Autoregressive Graphical Model with Applications in Intercropping
by: Hermes, Sjoerd, et al.
Published: (2023)
by: Hermes, Sjoerd, et al.
Published: (2023)
Modeling Insurance Claims using Bayesian Nonparametric Regression
by: Abadi, Mostafa Shams Esfand, et al.
Published: (2023)
by: Abadi, Mostafa Shams Esfand, et al.
Published: (2023)
Separate Exchangeability as Modeling Principle in Bayesian Nonparametrics
by: Rebaudo, Giovanni, et al.
Published: (2021)
by: Rebaudo, Giovanni, et al.
Published: (2021)
Using Transcripts for Nonparametric Monitoring of Serial Dependence
by: Weiß, Christian H., et al.
Published: (2026)
by: Weiß, Christian H., et al.
Published: (2026)
Similar Items
-
Multivariable Bidirectional Mendelian Randomization via Bayesian Directed Cyclic Graphical Models with Correlated Errors
by: Sarkar, Bitan, et al.
Published: (2025) -
Covariate-assisted graph matching
by: Dawn, Trisha, et al.
Published: (2025) -
Learning Heterogeneous Ordinal Graphical Models via Bayesian Nonparametric Clustering
by: Wen, Wang, et al.
Published: (2025) -
High-Dimensional Covariate-Dependent Gaussian Graphical Models
by: Wang, Jiacheng, et al.
Published: (2025) -
Nonstationary Spatial Process Models with Spatially Varying Covariance Kernels
by: Coube-Sisqueille, Sébastien, et al.
Published: (2022)