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Publications by Qinke Peng

Inference of Gene Regulatory Networks Using Bayesian Nonparametric Regression and Topology Information

Computational and Mathematical Methods in Medicine

Molecular Biology

Applied Mathematics

English

IMAGE: High-Powered Detection of Genetic Effects on DNA Methylation Using Integrated Methylation QTL Mapping and Allele-Specific Analysis

English

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Bayesian Inference of Genetic Regulatory Networks From Time Series Microarray Data Using Dynamic Bayesian Networks

Journal of Multimedia

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Sparse Bayesian Nonparametric Regression

English

NetDiff – Bayesian Model Selection for Differential Gene Regulatory Network Inference

Scientific Reports

Multidisciplinary

English

Improved Inference of Gene Regulatory Networks Through Integrated Bayesian Clustering and Dynamic Modeling of Time-Course Expression Data

Multidisciplinary

English

Full Bayesian Wavelet Inference With a Nonparametric Prior

Journal of Statistical Planning and Inference

Applied Mathematics

English

Comparing the Reconstruction of Regulatory Pathways With Distinct Bayesian Networks Inference Methods

English

Bayesian Nonparametric Inference for a Multivariate Copula Function

Methodology and Computing in Applied Probability

English

Semiparametric Bayesian Inference for Regression Models

Canadian Journal of Statistics

English

Bayesian Inference of a Multivariate Regression Model

Journal of Probability and Statistics

English