Other packages > Find by keyword >

EFDR  

Wavelet-Based Enhanced FDR for Detecting Signals from Complete or Incomplete Spatially Aggregated Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EFDR", "1.3")



Attach the package and use:
library("EFDR")
Maintained by
Andrew Zammit-Mangion
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-14
Latest Update: 2023-08-22
Description:
Enhanced False Discovery Rate (EFDR) is a tool to detect anomalies in an image. The image is first transformed into the wavelet domain in order to decorrelate any noise components, following which the coefficients at each resolution are standardised. Statistical tests (in a multiple hypothesis testing setting) are then carried out to find the anomalies. The power of EFDR exceeds that of standard FDR, which would carry out tests on every wavelet coefficient: EFDR choose which wavelets to test based on a criterion described in Shen et al. (2002). The package also provides elementary tools to interpolate spatially irregular data onto a grid of the required size. The work is based on Shen, X., Huang, H.-C., and Cressie, N. 'Nonparametric hypothesis testing for a spatial signal.' Journal of the American Statistical Association 97.460 (2002): 1122-1140.
How to cite:
Andrew Zammit-Mangion (2015). EFDR: Wavelet-Based Enhanced FDR for Detecting Signals from Complete or Incomplete Spatially Aggregated Data. R package version 1.3, https://cran.r-project.org/web/packages/EFDR. Accessed 01 Sep. 2026.
Previous versions and publish date:
0.1.0 (2015-01-14 07:19), 0.1.1 (2015-04-04 13:33), 1.0 (2019-05-20 06:21), 1.2 (2021-04-18 07:50), (2026-07-09 08:02)
Other packages that cited EFDR R package
View EFDR citation profile
Other R packages that EFDR depends, imports, suggests or enhances
Complete documentation for EFDR
Functions, R codes and Examples using the EFDR R package
Some associated functions: EFDR . df.to.mat . diagnostic.table . fdrpower . nei.efdr . regrid . test.efdr.condsim . test_image . wav_th . wavelet-test . 
Some associated R codes: EFDR.R . EFDR_condsim.R . EFDR_functions.R .  Full EFDR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
reproj  
Coordinate System Transformations for Generic Map Data
Transform coordinates from a specified source to a specified target map projection. This uses the ' ...
Download / Learn more Package Citations See dependency  
flood  
Statistical Methods for the (Regional) Analysis of Flood Frequency
Includes several statistical methods for the estimation of parameters and high quantiles of river fl ...
Download / Learn more Package Citations See dependency  
markets  
Estimation Methods for Markets in Equilibrium and Disequilibrium
Provides estimation methods for markets in equilibrium and disequilibrium. Supports the estimation ...
Download / Learn more Package Citations See dependency  
fANCOVA  
Nonparametric Analysis of Covariance
A collection of R functions to perform nonparametric analysis of covariance for regression curves o ...
Download / Learn more Package Citations See dependency  

28,400

R Packages

239,283

Dependencies

75,283

Author Associations

28,401

Publication Badges

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