20 citations · 31 across the 6 of their papers we have counts for
6 papers
The Autoregressive Structural Model for analyzing longitudinal health data of an aging population in China
Yazhuo Deng, David R. Paul, Audrey Q. Fu
We seek to elucidate the impact of social activity, physical activity and functional health status (factors) on depressive symptoms (outcome) in the China Health and Retirement Lon…
Approximate Bayesian inference of directed acyclic graphs in biology with flexible priors on edge states
Evan A Martin, Audrey Qiuyan Fu
Graphical models or networks describe the statistical dependence among multiple variables and are widely used in biology (e.g., gene regulatory networks). Under appropriate assumpt…
MRPC: An R package for accurate inference of causal graphs
Md. Bahadur Badsha, Evan A Martin, Audrey Qiuyan Fu
We present MRPC, an R package that learns causal graphs with improved accuracy over existing packages, such as pcalg and bnlearn. Our algorithm builds on the powerful PC algorithm,…
Estimating intrinsic and extrinsic noise from single-cell gene expression measurements
Audrey Fu, Lior Pachter
Gene expression is stochastic and displays variation ("noise") both within and between cells. Intracellular (intrinsic) variance can be distinguished from extracellular (extrinsic)…
Bayesian clustering of replicated time-course gene expression data with weak signals
Audrey Qiuyan Fu, Steven Russell, Sarah J. Bray +1
To identify novel dynamic patterns of gene expression, we develop a statistical method to cluster noisy measurements of gene expression collected from multiple replicates at multip…
Statistical inference of transmission fidelity of DNA methylation patterns over somatic cell divisions in mammals
Audrey Qiuyan Fu, Diane P. Genereux, Reinhard Stöger +2
We develop Bayesian inference methods for a recently-emerging type of epigenetic data to study the transmission fidelity of DNA methylation patterns over cell divisions. The data c…