496 citations
- University of Southern CaliforniaUS75 papers
- Princeton UniversityUS4 papers
- California Institute of TechnologyUS3 papers
- Ghent UniversityBE2 papers
- Laboratoire de Mathématiques Jean LerayFR2 papers
- Nantes UniversitéFR2 papers
- A. Alikhanyan National LaboratoryAM1 paper
- Aarhus UniversityDK1 paper
- Astronomy and SpaceAU1 paper
- Boston UniversityUS1 paper
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- Budapest University of Technology and EconomicsHU1 paper
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stat.AP2011★ 50 cited
Improved variable selection with Forward-Lasso adaptive shrinkage
Peter Radchenko, Gareth M. James
Recently, considerable interest has focused on variable selection methods in regression situations where the number of predictors, , is large relative to the number of observati…
stat.AP2010★ 3 cited
A multivariate adaptive stochastic search method for dimensionality reduction in classification
Tian Siva Tian, Gareth M. James, Rand R. Wilcox
High-dimensional classification has become an increasingly important problem. In this paper we propose a "Multivariate Adaptive Stochastic Search" (MASS) approach which first reduc…
stat.AP2007★ 80 cited
Curve alignment by moments
Gareth M. James
A significant problem with most functional data analyses is that of misaligned curves. Without adjustment, even an analysis as simple as estimation of the mean will fail. One commo…