Testing differential networks with applications to the detection of gene-gene interactions

From MaRDI portal
Publication:5258420

DOI10.1093/biomet/asu074zbMath1452.62392OpenAlexW2063751559WikidataQ38786850 ScholiaQ38786850MaRDI QIDQ5258420

Yin Xia, T. Tony Cai, Tianxi Cai

Publication date: 26 June 2015

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5426514



Related Items

Covariate-adjusted inference for differential analysis of high-dimensional networks, A convex optimization approach to high-dimensional sparse quadratic discriminant analysis, Bayesian Edge Regression in Undirected Graphical Models to Characterize Interpatient Heterogeneity in Cancer, Hypothesis Testing for Network Data with Power Enhancement, Graph-based two-sample tests for data with repeated observations, Tests for differential Gaussian Bayesian networks based on quadratic inference functions, Gaussian Bayesian network comparisons with graph ordering unknown, A testing based approach to the discovery of differentially correlated variable sets, Testing for covariance matrices in time-varying coefficient panel data models with fixed effects, Recent developments in high dimensional covariance estimation and its related issues, a review, Unnamed Item, Asymptotically independent U-statistics in high-dimensional testing, Contrastive latent variable modeling with application to case-control sequencing experiments, Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering, Brain connectivity alteration detection via matrix‐variate differential network model, Transfer Learning in Large-Scale Gaussian Graphical Models with False Discovery Rate Control, Hypothesis Testing of Matrix Graph Model with Application to Brain Connectivity Analysis, Structure learning of exponential family graphical model with false discovery rate control, A Normality Test for High-dimensional Data Based on the Nearest Neighbor Approach, Testing and support recovery of correlation structures for matrix-valued observations with an application to stock market data, Comparing dependent undirected Gaussian networks, Testing and support recovery of multiple high-dimensional covariance matrices with false discovery rate control, Compressed spectral screening for large-scale differential correlation analysis with application in selecting glioblastoma gene modules, StarTrek: combinatorial variable selection with false discovery rate control, GAP: A General Framework for Information Pooling in Two-Sample Sparse Inference, Simultaneous Covariance Inference for Multimodal Integrative Analysis, Test for high dimensional covariance matrices, Searching for a source of difference in graphical models, Data science, big data and statistics, Multiple Testing of Submatrices of a Precision Matrix With Applications to Identification of Between Pathway Interactions, Inference for high-dimensional varying-coefficient quantile regression, Network differential connectivity analysis, Global and Simultaneous Hypothesis Testing for High-Dimensional Logistic Regression Models, Two-sample testing of high-dimensional linear regression coefficients via complementary sketching