Implementing GSCAD Method for Image Denoising and Inpainting
c(
person("Simeng", "Qu", email = "simengqu@gmail.com", role =c("aut", "cre")),
person("Xiao", "Wang", email = "wangxiao@purdue.edu", role = "aut"))
Method proposed in "Simultaneous Sparse Dictionary Learning and Pruning" ( Qu and Wang (2016) <arXiv:1605.07870>) is implemented. The idea is to conduct a linear decomposition of a signal using a few atoms of a learned and usually over-completed dictionary instead of a pre-defined basis. A proper size of the to-be-learned dictionary is determining at the same time during the procedure. Application includes image denoising and image inpainting.

c(person("Xueyuan", "Cao", email = "xcao12@uthsc.edu", role = c("aut", "cre")),
person("Stanley", "Pounds", email = "stanley.pounds@stjude.org", role = c("aut")))
The gene-set distance analysis of omic data is implemented by generalizing distance correlations to evaluate the association of a gene set with categorical and censored event-time variables.
Xueyuan Cao [aut, cre],
Stanley Pounds [aut]

Robust Estimation of Multivariate Location and Scatter in the
Presence of Missing Data
Mike Danilov, Andy Leung, Victor Yohai, Ruben Zamar
Robust Estimation of Multivariate Location and Scatter in
the Presence of Missing Data
R (>= 2.14.1), Rcpp (>= 0.9.8), RcppArmadillo (>= 0.2.34),
MASS, methods, ggplot2

Andy Leung, Mike Danilov, Victor Yohai, Ruben Zamar
Robust Estimation of Multivariate Location and Scatter in the Presence of Missing Data

Robust Estimation in the Presence of Cellwise and Casewise
Contamination and Missing Data
Robust Estimation of Multivariate Location and Scatter in the
Presence of Cellwise and Casewise Contamination and Missing Data.

rrcov, robustbase, cellWise, ggplot2, methods

Provides function to apply "Group sequential enrichment design incorporating subgroup selection" (GSED) method proposed by Magnusson and Turnbull (2013) <doi:10.1002/sim.5738>.

c(person("Tomislav", "Hengl", role = c("cre", "aut"), email
= "tom.hengl@wur.nl"), person("Bas", "Kempen", role = "aut",
email = "bas.kempen@wur.nl"), person("Gerard", "Heuvelink",
role = "aut", email = "gerard.heuvelink@wur.nl"),
person("Brendan", "Malone", role = "ctb", email =
"brendan.malone@sydney.edu.au"), person("Hannes", "Reuter",
role = "ctb", email = "hannes.reuter@wur.nl"))
Global Soil Information Facilities - tools (standards and
functions) and sample datasets for global soil mapping.
methods, sp (>= 1.0-8), RSAGA, stringr, RCurl, XML, maptools,
rgdal, raster, aqp, dismo, plotKML, gstat, nortest, stats,
plyr, boot, rpart, randomForest
soiltexture, spatstat, plyr, splines, mda, psych, fossil,
nnet, SDMTools, rJava (>= 0.5-0)
Tomislav Hengl [cre, aut], Bas Kempen [aut], Gerard Heuvelink
[aut], Brendan Malone [ctb], Hannes Reuter [ctb]