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03/24/2019
Modelling Function-Valued Processes with Nonseparable Covariance Structure
We discuss a general Bayesian framework on modelling multidimensional fu...
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03/02/2019
Sequential estimation for GEE with adaptive variables and subject selection
Modeling correlated or highly stratified multiple-response data becomes ...
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01/29/2019
Active learning for binary classification with variable selection
Modern computing and communication technologies can make data collection...
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12/22/2018
Distributed sequential method for analyzing massive data
To analyse a very large data set containing lengthy variables, we adopt ...
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12/18/2018
A robust estimation for the extended t-process regression model
Robust estimation and variable selection procedure are developed for the...
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12/18/2018
Robust functional ANOVA model with t-process
Robust estimation approaches are of fundamental importance for statistic...
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05/09/2011