False Discovery Control Procedure Integrating the Prior Structure Information
Prior Structure-Adjusted Statistic
Estimate the Hyper-parameter Using Generalized Least Squares
False Discovery Rate (FDR) Control Integrating Prior Tree Structure fo...
Data Simulation Function to Study the Performance of TreeFDR.
False Discovery Rate (FDR) Control Integrating a General Prior Structu...
False Discovery Rate (FDR) Control Integrating Prior Tree Structure fo...
Transform P-values to Z-values
Perform more powerful false discovery control (FDR) for microbiome data, taking into account the prior phylogenetic relationship among bacteria species. As a general methodology, it is applicable to any type of (genomic) data with prior structure information.