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    Article

    A comparison study of nonparametric imputation methods

    Consider estimation of a population mean of a response variable when the observations are missing at random with respect to the covariate. Two common approaches to imputing the missing values are the nonparame...

    Jianhui Ning, Philip E. Cheng in Statistics and Computing (2012)

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    Chapter and Conference Paper

    Reproducibility Analysis of Event-Related fMRI Experiments Using Laguerre Polynomials

    In this study, we introduce the use of orthogonal causal Laguerre polynomials for analyzing data collected in event-related functional magnetic resonance imaging (fMRI) experiments. This particular family of p...

    Hong-Ren Su, Michelle Liou, Philip E. Cheng in Neural Information Processing (2008)

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    Chapter and Conference Paper

    Intensity Gradient Self-organizing Map for Cerebral Cortex Reconstruction

    This paper presents an application of a self-organizing map (SOM) model based on the image intensity gradient for the reconstruction of cerebral cortex from MR images. The cerebral cortex reconstruction is imp...

    Cheng-Hung Chuang, Jiun-Wei Liou, Philip E. Cheng in Neural Information Processing (2008)