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    CSDA
    2007
    117views more  CSDA 2007»
    Smoothing splines estimators in functional linear regression with errors-in-variables
    13 years 11 months ago
    Smoothing splines estimators in functional linear regression with errors-in-variables
    Download  math.u-bourgogne.fr
    The Total Least Squares method is generalized in the context of the functional linear model. A smoothing splines estimator of the functional coefficient of the model is first prop...
    Hervé Cardot, Christophe Crambes, Alois Kne...
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    CSDA
    2007
    131views more  CSDA 2007»
    Bivariate density estimation using BV regularisation
    13 years 11 months ago
    Bivariate density estimation using BV regularisation
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    In this paper we study the problem of bivariate density estimation. The aim is to find a density function with the smallest number of local extreme values which is adequate with ...
    Andreas Obereder, Otmar Scherzer, Arne Kovac
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    CSDA
    2007
    108views more  CSDA 2007»
    Diagnostics for functional regression via residual processes
    13 years 11 months ago
    Diagnostics for functional regression via residual processes
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    We develop regression diagnostics for functional regression models which relate a functional response to predictor variables that can be multivariate vectors or random functions. ...
    Jeng-Min Chiou, Hans-Georg Müller
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    CSDA
    2007
    97views more  CSDA 2007»
    Advances in Mixture Models
    13 years 11 months ago
    Advances in Mixture Models
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    Dankmar Böhning, Wilfried Seidel, Macro Alf&o...
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    CSDA
    2007
    115views more  CSDA 2007»
    Quasi-Monte Carlo estimation in generalized linear mixed models
    13 years 11 months ago
    Quasi-Monte Carlo estimation in generalized linear mixed models
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    Jianxin Pan, Robin Thompson
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    CSDA
    2007
    76views more  CSDA 2007»
    Independent component analysis based on symmetrised scatter matrices
    13 years 11 months ago
    Independent component analysis based on symmetrised scatter matrices
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    A new method for separating the mixtures of independent sources has been proposed recently in [8]. This method is based on two scatter matrices with the so called independence pro...
    Sara Taskinen, S. Sirkiä, Hannu Oja
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    CSDA
    2007
    69views more  CSDA 2007»
    Fast cross-validation of high-breakdown resampling methods for PCA
    13 years 11 months ago
    Fast cross-validation of high-breakdown resampling methods for PCA
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    Mia Hubert, Sanne Engelen
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    CSDA
    2007
    105views more  CSDA 2007»
    Joint segmentation of wind speed and direction using a hierarchical model
    13 years 11 months ago
    Joint segmentation of wind speed and direction using a hierarchical model
    Download  oatao.univ-toulouse.fr
    The problem of detecting changes in wind speed and direction is considered. Bayesian priors, with various degrees of certainty, are used to represent relationships between the two...
    Nicolas Dobigeon, Jean-Yves Tourneret
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    CSDA
    2007
    87views more  CSDA 2007»
    Estimation and inference in functional mixed-effects models
    13 years 11 months ago
    Estimation and inference in functional mixed-effects models
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    Functional mixed-effects models are very useful in analyzing functional data. A general functional mixed-effects model that inherits the flexibility of linear mixed-effects model...
    Anestis Antoniadis, Theofanis Sapatinas
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    CSDA
    2007
    104views more  CSDA 2007»
    Use of SVD-based probit transformation in clustering gene expression profiles
    13 years 11 months ago
    Use of SVD-based probit transformation in clustering gene expression profiles
    Download  www.stat.tamu.edu
    Faming Liang
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