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NIPS
2007
13 years 8 months ago
Learning with Tree-Averaged Densities and Distributions
We utilize the ensemble of trees framework, a tractable mixture over superexponential number of tree-structured distributions [1], to develop a new model for multivariate density ...
Sergey Kirshner
JC
2008
128views more  JC 2008»
13 years 7 months ago
Lattice rule algorithms for multivariate approximation in the average case setting
We study multivariate approximation for continuous functions in the average case setting. The space of d variate continuous functions is equipped with the zero mean Gaussian measu...
Frances Y. Kuo, Ian H. Sloan, Henryk Wozniakowski
SETA
2004
Springer
81views Mathematics» more  SETA 2004»
14 years 23 days ago
Univariate and Multivariate Merit Factors
Abstract. Merit factor of a binary sequence is reviewed, and constructions are described that appear to satisfy an asymptotic merit factor of 6.3421 . . . Multivariate merit factor...
Matthew G. Parker
BIOINFORMATICS
2005
105views more  BIOINFORMATICS 2005»
13 years 7 months ago
MADE4: an R package for multivariate analysis of gene expression data
Summary: MADE4, microarray ade4, is a software package that facilitates multivariate analysis of microarray gene expression data. MADE4 accepts a wide variety of gene expression d...
Aedín C. Culhane, Jean Thioulouse, Guy Perr...
EUSFLAT
2007
101views Fuzzy Logic» more  EUSFLAT 2007»
13 years 8 months ago
A Method for Constructing Multivariate Copulas
We provide a method for constructing a class of multivariate copulas depending on a univariate function. We study some properties of this class and present several examples. The s...
Fabrizio Durante, José Juan Quesada-Molina,...