EFDR swMATH ID: 11106 Software Authors: Andrew Zammit-Mangion; Hsin-Cheng Description: EFDR: Wavelet-Based Enhanced FDR for Signal Detection in Noisy Images. 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. Homepage: http://cran.r-project.org/web/packages/EFDR/index.html Source Code: https://github.com/cran/EFDR Dependencies: R Related Software: SiZer; AdaPT; adaptMT; smoothfdr; KernSmooth; reccv; FMRISTAT; longmemo; R Cited in: 11 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Nonparametric hypothesis testing for a spatial signal. Zbl 1041.62038Shen, Xiaotong; Huang, Hsin-Cheng; Cressie, Noel 2002 all top 5 Cited by 21 Authors 2 Cressie, Noel A. C. 2 Huang, Hsin-Cheng 2 Serban, Nicoleta 1 Allard, Denis 1 Arias-Castro, Ery 1 Bacro, Jean-Noël 1 Candès, Emmanuel J. 1 Cao, Hongyuan 1 Durand, Arnaud 1 Gabriel, Edith 1 Huang, Guowen 1 Jun, Mikyoung 1 Keshavarz, Hossein 1 Mangion, Andrew Zammit 1 Nguyen, XuanLong 1 Park, Cheolwoo 1 Scott, Clayton D. 1 Shen, Xiaotong 1 Vaughan, Amy 1 Whitcher, Brandon 1 Wu, Wei Biao all top 5 Cited in 10 Serials 2 Computational Statistics and Data Analysis 1 The Annals of Statistics 1 Biometrics 1 Journal of the American Statistical Association 1 Journal of Statistical Planning and Inference 1 Bernoulli 1 Mathematical Biosciences and Engineering 1 Journal of the Korean Statistical Society 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing all top 5 Cited in 8 Fields 11 Statistics (62-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 Numerical analysis (65-XX) 1 Combinatorics (05-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year