CSDA 2006 | Sciweavers

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CSDA
2006

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Dimension reduction in functional regression with applications

13 years 4 months ago

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U. Amato, A. Antoniadis, Italia De Feis

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12

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CSDA
2006

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Linear grouping using orthogonal regression

13 years 4 months ago

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A new method to detect different linear structures in a data set, called Linear Grouping Algorithm (LGA), is proposed. LGA is useful for investigating potential linear patterns in...

Stefan Van Aelst, Xiaogang Wang, Ruben H. Zamar, R...

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6

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CSDA
2006

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2nd Special issue on matrix computations and statistics

13 years 4 months ago

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Jesse L. Barlow, Haesun Park, Patrick J. F. Groene...

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10

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CSDA
2006

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Modelling the mean of a doubly stochastic Poisson process by functional data analysis

13 years 4 months ago

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A new procedure for estimating the mean process of a doubly stochastic Poisson process is introduced. The proposed estimation is based on monotone piecewise cubic interpolation of...

P. R. Bouzas, Mariano J. Valderrama, Ana M. Aguile...

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8

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CSDA
2006

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Wavelet-based bootstrapping of spatial patterns on a finite lattice

13 years 4 months ago

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Brandon J. Whitcher

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9

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CSDA
2006

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Model-based cluster and discriminant analysis with the MIXMOD software

13 years 4 months ago

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The mixmod (mixture modeling) program fits mixture models to a given data set for the purposes of density estimation, clustering or discriminant analysis. A large variety of algor...

Christophe Biernacki, Gilles Celeux, Gérard...

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9

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CSDA
2006

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Bayesian sigmoid shrinkage with improper variance priors and an application to wavelet denoising

13 years 4 months ago

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The normal Bayesian linear model is extended by assigning a flat prior to the th power of the variance components of the regression coefficients (0<

Cajo J. F. ter Braak

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6

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CSDA
2006

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Numerical integration in logistic-normal models

13 years 4 months ago

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Marginal maximum likelihood estimation is commonly used to estimate logistic-normal models. In this approach, the contribution of random effects to the likelihood is represented a...

Jorge González, Francis Tuerlinckx, Paul De...

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10

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CSDA
2006

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Flexible temporal expression profile modelling using the Gaussian process

13 years 4 months ago

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Time course gene expression experiments have proved valuable in a variety of biological studies [e.g., Chuang, Y., Chen, Y., Gadisetti, V., et al., 2002. Gene expression after tre...

Ming Yuan

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CSDA
2006

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Hierarchical Bayesian modelling of spatial age-dependent mortality

13 years 4 months ago