Causal Discovery on Dependent Mixed Data with Applications to Gene Regulatory Network Inference
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Chen, Alex, Zhou, Qing |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Combining Bayesian and Frequentist Inference for Laboratory-Specific Performance Guarantees in Copy Number Variation Detection
par: Talbot, Austin, et autres
Publié: (2026)
par: Talbot, Austin, et autres
Publié: (2026)
Nullstrap-DE: A General Framework for Calibrating FDR and Preserving Power in DE Methods, with Applications to DESeq2 and edgeR
par: Jiang, Chenxin, et autres
Publié: (2025)
par: Jiang, Chenxin, et autres
Publié: (2025)
Second-order group knockoffs with applications to GWAS
par: Chu, Benjamin B, et autres
Publié: (2023)
par: Chu, Benjamin B, et autres
Publié: (2023)
Controlled Variable Selection from Summary Statistics Only? A Solution via GhostKnockoffs and Penalized Regression
par: Chen, Zhaomeng, et autres
Publié: (2024)
par: Chen, Zhaomeng, et autres
Publié: (2024)
CoMMiT: Co-informed inference of microbiome-metabolome interactions via transfer learning
par: Li, Leiyue, et autres
Publié: (2025)
par: Li, Leiyue, et autres
Publié: (2025)
Controlling the joint local false discovery rate is more powerful than meta-analysis methods in joint analysis of summary statistics from multiple genome-wide association studies
par: Jiang, Wei, et autres
Publié: (2016)
par: Jiang, Wei, et autres
Publié: (2016)
Estimating Reproducibility in Genome-Wide Association Studies
par: Jiang, Wei, et autres
Publié: (2015)
par: Jiang, Wei, et autres
Publié: (2015)
Robust Genomic Prediction and Heritability Estimation using Density Power Divergence
par: Chowdhury, Upama Paul, et autres
Publié: (2024)
par: Chowdhury, Upama Paul, et autres
Publié: (2024)
Assumption-Lean Post-Integrated Inference with Surrogate Control Outcomes
par: Du, Jin-Hong, et autres
Publié: (2024)
par: Du, Jin-Hong, et autres
Publié: (2024)
A Statistical Framework for Co-Mediators of Zero-Inflated Single-Cell RNA-Seq Data
par: Ahn, Seungjun, et autres
Publié: (2025)
par: Ahn, Seungjun, et autres
Publié: (2025)
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification
par: Hermansen, Tobias Østmo, et autres
Publié: (2025)
par: Hermansen, Tobias Østmo, et autres
Publié: (2025)
Effect Size-Driven Pathway Meta-Analysis for Gene Expression Data
par: Villatoro-García, Juan Antonio, et autres
Publié: (2025)
par: Villatoro-García, Juan Antonio, et autres
Publié: (2025)
High-dimensional Many-to-many-to-many Mediation Analysis
par: Nguyen, Tien Dat, et autres
Publié: (2026)
par: Nguyen, Tien Dat, et autres
Publié: (2026)
Discovering Candidate Genes Regulated by GWAS Signals in Cis and Trans
par: Pal, Samhita, et autres
Publié: (2024)
par: Pal, Samhita, et autres
Publié: (2024)
Spatial Transcriptomics Iterative Hierarchical Clustering (stIHC): A Novel Method for Identifying Spatial Gene Co-Expression Modules
par: Higgins, Catherine, et autres
Publié: (2025)
par: Higgins, Catherine, et autres
Publié: (2025)
HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity
par: Sun, Xuejun, et autres
Publié: (2025)
par: Sun, Xuejun, et autres
Publié: (2025)
Causal Inference for Circular Data
par: Wu, Kuan-Hsun
Publié: (2025)
par: Wu, Kuan-Hsun
Publié: (2025)
MitoFREQ: A Novel Approach for Mitogenome Frequency Estimation from Top-level Haplogroups and Single Nucleotide Variants
par: Andersen, Mikkel Meyer, et autres
Publié: (2026)
par: Andersen, Mikkel Meyer, et autres
Publié: (2026)
Tutorial on survival modeling with applications to omics data
par: Zhao, Zhi, et autres
Publié: (2023)
par: Zhao, Zhi, et autres
Publié: (2023)
Shotgun DNA sequencing for human identification: Dynamic SNP selection and likelihood ratio calculations accounting for errors
par: Andersen, Mikkel Meyer, et autres
Publié: (2024)
par: Andersen, Mikkel Meyer, et autres
Publié: (2024)
BioKlustering: a web app for semi-supervised learning of maximally imbalanced genomic data
par: Ozminkowski, Samuel, et autres
Publié: (2022)
par: Ozminkowski, Samuel, et autres
Publié: (2022)
Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information
par: Wu, Yulun, et autres
Publié: (2022)
par: Wu, Yulun, et autres
Publié: (2022)
TransST: Transfer Learning Embedded Spatial Factor Modeling of Spatial Transcriptomics Data
par: Liu, Shuo Shuo, et autres
Publié: (2025)
par: Liu, Shuo Shuo, et autres
Publié: (2025)
Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data
par: Zobolas, John, et autres
Publié: (2025)
par: Zobolas, John, et autres
Publié: (2025)
Scalable Amortized GPLVMs for Single Cell Transcriptomics Data
par: Zhao, Sarah, et autres
Publié: (2024)
par: Zhao, Sarah, et autres
Publié: (2024)
Detecting and Correcting Sample-by-Sample Scale Distortion in RNA Sequencing Data
par: Thron, Christopher, et autres
Publié: (2026)
par: Thron, Christopher, et autres
Publié: (2026)
Unlocking the Power of Multi-institutional Data: Integrating and Harmonizing Genomic Data Across Institutions
par: Chen, Yuan, et autres
Publié: (2024)
par: Chen, Yuan, et autres
Publié: (2024)
Non-ignorable fuzziness in granular counts: the case of RNA-seq data
par: Calcagnì, Antonio, et autres
Publié: (2026)
par: Calcagnì, Antonio, et autres
Publié: (2026)
GenAI Powered Dynamic Causal Inference with Unstructured Data
par: Nakamura, Kentaro, et autres
Publié: (2026)
par: Nakamura, Kentaro, et autres
Publié: (2026)
Mixed Models with Multiple Instance Learning
par: Engelmann, Jan P., et autres
Publié: (2023)
par: Engelmann, Jan P., et autres
Publié: (2023)
Bayesian Nonparametric Causal Inference for Quantile Residual Life: An Application to Alzheimer's Disease
par: Bae, Woojung, et autres
Publié: (2026)
par: Bae, Woojung, et autres
Publié: (2026)
Incorporating LLM Embeddings for Variation Across the Human Genome
par: Niu, Hongqian, et autres
Publié: (2025)
par: Niu, Hongqian, et autres
Publié: (2025)
Benchmarking Heritability Estimation Strategies Across 86 Configurations and Their Downstream Effect on Polygenic Risk Score Performance
par: Muneeb, Muhammad, et autres
Publié: (2026)
par: Muneeb, Muhammad, et autres
Publié: (2026)
A frequentist test of proportional colocalization after selecting relevant genetic variants
par: Patel, Ashish, et autres
Publié: (2024)
par: Patel, Ashish, et autres
Publié: (2024)
Optimizing Sample Size for Supervised Machine Learning with Bulk Transcriptomic Sequencing: A Learning Curve Approach
par: Qi, Yunhui, et autres
Publié: (2024)
par: Qi, Yunhui, et autres
Publié: (2024)
A robust, scalable K-statistic for quantifying immune cell clustering in spatial proteomics data
par: Wrobel, Julia, et autres
Publié: (2024)
par: Wrobel, Julia, et autres
Publié: (2024)
Causal Discovery on Dependent Binary Data
par: Chen, Alex, et autres
Publié: (2024)
par: Chen, Alex, et autres
Publié: (2024)
Estimation and Inference for Causal Explainability
par: Zhang, Weihan, et autres
Publié: (2025)
par: Zhang, Weihan, et autres
Publié: (2025)
Causal Networks of Infodemiological Data: Modelling Dermatitis
par: Scutari, Marco, et autres
Publié: (2025)
par: Scutari, Marco, et autres
Publié: (2025)
The Multivariate SEM-PGS Model: Using Polygenic Scores to Investigate Cross-Trait Genetic Nurture and Assortative Mating
par: Lyu, Xuanyu, et autres
Publié: (2025)
par: Lyu, Xuanyu, et autres
Publié: (2025)
Documents similaires
-
Combining Bayesian and Frequentist Inference for Laboratory-Specific Performance Guarantees in Copy Number Variation Detection
par: Talbot, Austin, et autres
Publié: (2026) -
Nullstrap-DE: A General Framework for Calibrating FDR and Preserving Power in DE Methods, with Applications to DESeq2 and edgeR
par: Jiang, Chenxin, et autres
Publié: (2025) -
Second-order group knockoffs with applications to GWAS
par: Chu, Benjamin B, et autres
Publié: (2023) -
Controlled Variable Selection from Summary Statistics Only? A Solution via GhostKnockoffs and Penalized Regression
par: Chen, Zhaomeng, et autres
Publié: (2024) -
CoMMiT: Co-informed inference of microbiome-metabolome interactions via transfer learning
par: Li, Leiyue, et autres
Publié: (2025)