Other packages > Find by keyword >

sdafilter  

Symmetrized Data Aggregation
View on CRAN: Click here


Download and install sdafilter package within the R console
Install from CRAN:
install.packages("sdafilter")

Install from Github:
library("remotes")
install_github("cran/sdafilter")

Install by package version:
library("remotes")
install_version("sdafilter", "1.0.1")



Attach the package and use:
library("sdafilter")
Maintained by
Lilun Du
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-19
Latest Update: 2020-03-19
Description:
We develop a new class of distribution free multiple testing rules for false discovery rate (FDR) control under general dependence. A key element in our proposal is a symmetrized data aggregation (SDA) approach to incorporating the dependence structure via sample splitting, data screening and information pooling. The proposed SDA filter first constructs a sequence of ranking statistics that fulfill global symmetry properties, and then chooses a data driven threshold along the ranking to control the FDR. For more information, see the website below and the accompanying paper: Du et al. (2020), "False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation", .
How to cite:
Lilun Du (2020). sdafilter: Symmetrized Data Aggregation. R package version 1.0.1, https://cran.r-project.org/web/packages/sdafilter. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.0 (2020-03-19 14:30)
Other packages that cited sdafilter R package
View sdafilter citation profile
Other R packages that sdafilter depends, imports, suggests or enhances
Complete documentation for sdafilter
Functions, R codes and Examples using the sdafilter R package
Some associated functions: SDA_M . 
Some associated R codes: core.R .  Full sdafilter package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA